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Chemistry.json

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+    {
+    "chapters": [
+        {
+            "chapter": "Some Basic Concepts in Chemistry",
+            "total_hours": "8",
+            "subtopics": [
+                {"subtopic": "Matter and its nature", "subtopic_hours": "1"},
+                {"subtopic": "Dalton's Atomic Theory", "subtopic_hours": "1"},
+                {"subtopic": "Concept of atom, molecule, element, and compound", "subtopic_hours": "1"},
+                {"subtopic": "Laws of chemical combination", "subtopic_hours": "1"},
+                {"subtopic": "Atomic and molecular masses", "subtopic_hours": "1"},
+                {"subtopic": "Mole concept", "subtopic_hours": "1"},
+                {"subtopic": "Molar mass", "subtopic_hours": "1"},
+                {"subtopic": "Percentage composition", "subtopic_hours": "1"},
+                {"subtopic": "Empirical and Molecular Formulae", "subtopic_hours": "1"},
+                {"subtopic": "Chemical equations and stoichiometry", "subtopic_hours": "1"}
+            ]
+        },
+        {
+            "chapter": "Atomic Structure",
+            "total_hours": "12",
+            "subtopics": [
+                {"subtopic": "Nature of electromagnetic radiation", "subtopic_hours": "1"},
+                {"subtopic": "Photoelectric effect", "subtopic_hours": "1"},
+                {"subtopic": "Spectrum of thehydrogen atom", "subtopic_hours": "1"},
+                {"subtopic": "Bohr model of a hydrogen atom - itspostulates, derivation of the relations for the energy of the electron and radii of the different orbits, limitations of Bohr's model", "subtopic_hours": "1"},
+                {"subtopic": "Dual nature of matter", "subtopic_hours": "1"},
+                {"subtopic": "de Broglie's relationship", "subtopic_hours": "1"},
+                {"subtopic": "Heisenberg uncertainty principle", "subtopic_hours": "1"},
+                {"subtopic": "Elementary ideas of quantum mechanics", "subtopic_hours": "1"},
+                {"subtopic": "The quantum mechanical model of the atom", "subtopic_hours": "1"},
+                {"subtopic": "Concept of atomic orbitals as one-electron wave functions", "subtopic_hours": "1"},
+                {"subtopic": "Various quantum numbers (principal, angular momentum, and magnetic quantum numbers) and their significance", "subtopic_hours": "1"},
+                {"subtopic": "Shapes of s, p, and d - orbitals, electron spin, and spin quantum number:", "subtopic_hours": "1"},
+                {"subtopic": "Aufbau principle, Pauli's exclusion principle and Hund's rule", "subtopic_hours": "1"},
+                {"subtopic": "Electronic configuration of elements, and extra stability of half-filled and completely filled orbitals", "subtopic_hours": "1"}
+            ]
+        },
+        {
+            "chapter": "Chemical Bonding and Molecular Structure",
+            "total_hours": "21",
+            "subtopics": [
+                {"subtopic": "Kossel-Lewis approach to chemical bond formation", "subtopic_hours": "1.7"},
+                {"subtopic": "Ionic Bonding: Formation of ionic bonds, factors affecting the formation of ionic bonds", "subtopic_hours": "1.7"},
+                {"subtopic": "Ionic Bonding: Calculation of lattice enthalpy", "subtopic_hours": "1.7"},
+                {"subtopic": "Covalent Bonding: Concept of electronegativity, Fajans rule, dipole moment", "subtopic_hours": "1.7"},
+                {"subtopic": "Covalent Bonding: Valence Shell Electron Pair Repulsion (VSEPR) theory and shapes of simple molecules.", "subtopic_hours": "1.7"},
+                {"subtopic": "Quantum mechanical approach to covalent bonding: Valence bond theory - its important features", "subtopic_hours": "1.7"},
+                {"subtopic": "The concept of hybridization involving s, p, and d orbitals, Resonance.", "subtopic_hours": "1.7"},
+                {"subtopic": "Resonance.", "subtopic_hours": "1.7"},
+                {"subtopic": "Molecular Orbital Theory - Its important features. LCAOs", "subtopic_hours": "1.7"},
+                {"subtopic": "Molecular Orbital Theory - Types of molecular orbitals(bonding, antibonding), sigma and pi-bonds", "subtopic_hours": "1.7"},
+                {"subtopic": "Orbital electronic configurations of homonuclear diatomic molecules", "subtopic_hours": "1.7"},
+                {"subtopic": "The concept of bond order, bond length, and bond energy", "subtopic_hours": "1.7"},
+                {"subtopic": "Idea of metallic bonding", "subtopic_hours":"1.7"},
+                {"subtopic": "Hydrogen bonding and its applications", "subtopic_hours":"1.7"}
+            ]
+        },
+        {
+            "chapter": "Chemical Thermodynamics",
+            "total_hours": "15",
+            "subtopics": [
+                {"subtopic": "Fundamentals of thermodynamics: System and surroundings, extensive and intensive properties", "subtopic_hours": "2.1"},
+                {"subtopic": "Fundamentals of thermodynamics: State functions, Entropy, types of processes", "subtopic_hours": "2.1"},
+                {"subtopic": "Fundamentals of thermodynamics: System and surroundings, extensive and intensive properties, state functions, Entropy, types of processes", "subtopic_hours": "2.1"},
+                {"subtopic": "The first law of thermodynamics - Concept of work, heat internal energy and enthalpy, heat capacity", "subtopic_hours": "2.1"},
+                {"subtopic": "Hess law of constant heat summation", "subtopic_hours": ""},
+                {"subtopic": "Enthalpies of bond dissociation, combustion, formation, atomization, sublimation, phase transition, hydration, ionization, and solution.", "subtopic_hours": "2.1"},
+                {"subtopic": "The second law of thermodynamics - Spontaneity of processes; S of the universe and G of the system as criteria for spontaneity", "subtopic_hours": "2.1"}
+            ]
+        },
+        {
+            "chapter": "Solutions",
+            "total_hours": "15",
+            "subtopics": [
+                {"subtopic": "Different methods for expressing the concentration of solution - molality, molarity, mole fraction, percentage", "subtopic_hours": "3"},
+                {"subtopic": "Raoults Law - Ideal and non-ideal solutions", "subtopic_hours": "3"},
+                {"subtopic": "Vapour pressure - composition, plots for ideal and nonideal solutions", "subtopic_hours": "3"},
+                {"subtopic": "Colligative properties of dilute solutions - a relative lowering of vapour pressure, depression of freezing point, the elevation of boiling point and osmotic pressure;", "subtopic_hours": "3"},
+                {"subtopic": "Determination of molecular mass using colligative properties; Abnormal value of molar mass, vant Hoff factor and its significance", "subtopic_hours": "3"}
+            ]
+        },
+        {
+            "chapter": "Equilibrium",
+            "total_hours": "18",
+            "subtopics": [
+                {"subtopic": "Equilibria involving physical processes: Solid-liquid, liquid-gas and solid-gas equilibria, Henry's law", "subtopic_hours": "2.5"},
+                {"subtopic": "Equilibrium involving chemical processes: Law of chemical equilibrium, equilibrium constants (Kp and Kc) and their significance", "subtopic_hours": "2.5"},
+                {"subtopic": "The significance of G in chemical equilibrium", "subtopic_hours": "2.5"},
+                {"subtopic": "Factors affecting equilibrium concentration, pressure, temperature, the effect of catalyst; Le Chateliers principle.", "subtopic_hours": "2.5"},
+                {"subtopic": "Ionic equilibrium: Weak and strong electrolytes, ionization of electrolytes, various concepts of acids and bases (Arrhenius. Bronsted - Lowry and Lewis) and their ionization", "subtopic_hours": "2.5"},
+                {"subtopic": "Acid-base equilibria (including multistage ionization) and ionization constants, ionization of water. pH scale, common ion effect, hydrolysis of salts and pH of their solutions", "subtopic_hours": "2.5"},
+                {"subtopic": "The solubility of sparingly soluble salts and solubility products, and buffer solutions.", "subtopic_hours": "2.5"}
+            ]
+        },
+        {
+            "chapter": "Redox Reactions and Electrochemistry",
+            "total_hours": "18",
+            "subtopics": [
+                {"subtopic": "Electronic concepts of oxidation and reduction, redox reactions, oxidation number, rules for assigning oxidation number, and balancing of redox reactions.", "subtopic_hours": "2"},
+                {"subtopic": "Electrolytic and metallic conduction, conductance in electrolytic solutions,", "subtopic_hours": "2"},
+                {"subtopic": "Molar conductivities and their variation with concentration: Kohlrausch law ", "subtopic_hours": "2"},
+                {"subtopic": "Electrochemical cells - Electrolytic and Galvanic cells, different types of electrodes,", "subtopic_hours": "2"},
+                {"subtopic": "Electrode potentials including standard electrode potential, half-cell and cell reactions", "subtopic_hours": "2"},
+                {"subtopic": "EMF of a Galvanic cell and its measurement: Nernst equation and its applications", "subtopic_hours": "2"},
+                {"subtopic": "Relationship between cell potential and Gibbs' energy change", "subtopic_hours": "2"},
+                {"subtopic": "Dry cell and lead accumulator, Fuel cells.", "subtopic_hours": "2"}
+            ]
+        },
+        {
+            "chapter": "Chemical Kinetics",
+            "total_hours": "8",
+            "subtopics": [
+                {"subtopic": "Rate of a chemical reaction, factors affecting the rate of reactions: concentration, temperature, pressure, and catalyst", "subtopic_hours": "2"},
+                {"subtopic": "Elementary and complex reactions, order and molecularity of reactions, rate law, rate constant and its units", "subtopic_hours": "2"},
+                {"subtopic": "Differential and integral forms of zero and first-order reactions, their characteristics and half-lives", "subtopic_hours": "2"},
+                {"subtopic": "The effect of temperature on the rate of reactions, Arrhenius theory, activation energy and its calculation, collision theory of bimolecular gaseous reactions", "subtopic_hours": "2"}
+            ]
+        },
+        {
+            "chapter": "Classification of Elements and Periodicity in Properties",
+            "total_hours": "14",
+            "subtopics": [
+                {"subtopic": "Modern periodic law and present form of the periodic table", "subtopic_hours": "7"},
+                {"subtopic": "s, p. d and f block elements, periodic trends in properties of elements atomic and ionic radii, ionization enthalpy, electron gain enthalpy, valence, oxidation states, and chemical reactivity", "subtopic_hours": "7"}
+            ]
+        },
+        {
+            "chapter": "P Block Elements",
+            "total_hours": "17",
+            "subtopics": [
+                {"subtopic": "Electronic configuration and general trends in physical and chemical properties of elements across the periods and down the groups for Group-13 to Group-18 Elements", "subtopic_hours": "8.5"},
+                {"subtopic": "Unique behaviour of the first element in each group", "subtopic_hours": "8.5"}
+            ]
+        },
+        {
+            "chapter": "D and F Block Elements",
+            "total_hours": "6",
+            "subtopics": [
+                {"subtopic": "Electronic configuration, occurrence and characteristics, general trends in properties of the first-row transition elements", "subtopic_hours": "1.5"},
+                {"subtopic": "Preparation, properties, and uses of K2Cr2O7, and KMnO4.", "subtopic_hours": "1.5"},
+                {"subtopic": "Lanthanoids - Electronic configuration, oxidation states, and lanthanoid contraction", "subtopic_hours": "1.5"},
+                {"subtopic": "Actinoids - Electronic configuration and oxidation states", "subtopic_hours": "1.5"}
+            ]
+        },
+        {
+            "chapter": "Coordination Compounds",
+            "total_hours": "14",
+            "subtopics": [
+                {"subtopic": "Introduction to coordination compounds", "subtopic_hours": "2"},
+                {"subtopic": "Werner's theory; ligands, coordination number, denticity, chelation", "subtopic_hours": "2"},
+                {"subtopic": "IUPAC nomenclature of mononuclear co-ordination compounds", "subtopic_hours": "2"},
+                {"subtopic": "Isomerism", "subtopic_hours": "2"},
+                {"subtopic": "Bonding-Valence bond approach and basic ideas of Crystal field theory", "subtopic_hours": "2"},
+                {"subtopic": "Colour and magnetic properties", "subtopic_hours": "2"},
+                {"subtopic": "Importance of co-ordination compounds", "subtopic_hours": "2"}
+            ]
+        },
+        {
+            "chapter": "Purification and Characteristics of Organic Compounds",
+            "total_hours": "3",
+            "subtopics": [
+                {"subtopic": "Purification - Crystallization, sublimation, distillation, differential extraction, and chromatography", "subtopic_hours": "0.75"},
+                {"subtopic": "Qualitative analysis - Detection of nitrogen, sulphur, phosphorus, and halogens", "subtopic_hours": "0.75"},
+                {"subtopic": "Quantitative analysis - Estimation of carbon, hydrogen, nitrogen, halogens, sulphur, and phosphorus.", "subtopic_hours": "0.75"},
+                {"subtopic": "Calculations of empirical formulae and molecular formulae", "subtopic_hours": "0.75"}
+            ]
+        },
+        {
+            "chapter": "Some Basic Principles of Organic Chemistry",
+            "total_hours": "20",
+            "subtopics": [
+                {"subtopic": "Tetravalency of carbon: Shapes of simple molecules - hybridization", "subtopic_hours": "2"},
+                {"subtopic": "Classification of organic compounds based on functional groups - halogens, oxygen, nitrogen, and sulphur", "subtopic_hours": "2"},
+                {"subtopic": "Isomerism - structural and stereoisomerism.", "subtopic_hours": "2"},
+                {"subtopic": "Nomenclature (Trivial and IUPAC)", "subtopic_hours": "2"},
+                {"subtopic": "Covalent bond fission - Homolytic and heterolytic", "subtopic_hours": "2"},
+                {"subtopic": "Free radicals, carbocations, and carbanions", "subtopic_hours": "2"},
+                {"subtopic": "Stability of carbocations and free radicals, electrophiles, and nucleophiles.", "subtopic_hours": "2"},
+                {"subtopic": "Inductive effect, electromeric effect, resonance, and hyperconjugation.", "subtopic_hours": "2"},
+                {"subtopic": "Common types of organic reactions - Substitution, addition, elimination, and rearrangement", "subtopic_hours": "2"}
+            ]
+        },
+        {
+            "chapter": "Hydrocarbons",
+            "total_hours": "20",
+            "subtopics": [
+                {"subtopic": "Classification, isomerism, IUPAC nomenclature.", "subtopic_hours": "1.25"},
+                {"subtopic": "General methods of preparation, properties, and reactions", "subtopic_hours": "1.25"},
+                {"subtopic": "Alkanes - Conformations: Sawhorse and Newman projections", "subtopic_hours": "1.25"},
+                {"subtopic": "Alkanes - Mechanism of halogenation of alkanes.", "subtopic_hours": "1.25"},
+                {"subtopic": "Alkenes - Geometrical isomerism", "subtopic_hours": "1.25"},
+                {"subtopic": "Alkenes - Mechanism of electrophilic addition", "subtopic_hours": "1.25"},
+                {"subtopic": "Alkenes - Addition of hydrogen, halogens, water, hydrogen halides (Markownikoffs and peroxide effect)", "subtopic_hours": "1.25"},
+                {"subtopic": "Alkenes - Ozonolysis and polymerization.", "subtopic_hours": "1.25"},
+                {"subtopic": "Alkynes - Acidic character", "subtopic_hours": "1.25"},
+                {"subtopic": "Alkynes - Addition of hydrogen, halogens, water, and hydrogen halides", "subtopic_hours": "1.25"},
+                {"subtopic": "Alkynes - Polymerization", "subtopic_hours": "1.25"},
+                {"subtopic": "Aromatic hydrocarbons - Nomenclature", "subtopic_hours": "1.25"},
+                {"subtopic": "Aromatic hydrocarbons - Benzene structure and aromaticity", "subtopic_hours": "1.25"},
+                {"subtopic": "Aromatic hydrocarbons - Mechanism of electrophilic substitution: halogenation, nitration.", "subtopic_hours": "1.25"},
+                {"subtopic": "Friedel-Craft's alkylation and acylation", "subtopic_hours": "1.25"},
+                {"subtopic": "Directive influence of the functional group in monosubstituted benzene", "subtopic_hours": "1.25"}
+            ]
+        },
+        {
+            "chapter": "Organic Compounds Containing Halogens",
+            "total_hours": "8",
+            "subtopics": [
+                {"subtopic": "General methods of preparation, properties, and reactions", "subtopic_hours": "2"},
+                {"subtopic": "Nature of C-X bond", "subtopic_hours": "2"},
+                {"subtopic": "Mechanisms of substitution reactions", "subtopic_hours": "2"},
+                {"subtopic": "Uses: Environmental effects of chloroform, iodoform freons, and DDT.", "subtopic_hours": "2"}
+            ]
+        },
+        {
+            "chapter": "Organic Compounds Containing Oxygen",
+            "total_hours": "17",
+            "subtopics": [
+                {"subtopic": "General methods of preparation, properties, reactions, and uses", "subtopic_hours": "1"},
+                {"subtopic": "Alcohols: Identification of primary, secondary, and tertiary alcohols", "subtopic_hours": "1"},
+                {"subtopic": "Alcohols: mechanism of dehydration", "subtopic_hours": "1"},
+                {"subtopic": "Phenols: Acidic nature, electrophilic substitution reactions", "subtopic_hours": "1"},
+                {"subtopic": "Phenols: halogenation, nitration, sulphonation, Reimer - Tiemann reaction.", "subtopic_hours": "1"},
+                {"subtopic": "Ethers: Structure.", "subtopic_hours": "1"},
+                {"subtopic": "Aldehyde and Ketones: Nature of carbonyl group;", "subtopic_hours": "1"},
+                {"subtopic": "Aldehyde and Ketones: Nucleophilic addition to >C=O group", "subtopic_hours": "1"},
+                {"subtopic": "Aldehyde and Ketones: Relative reactivities of aldehydes and ketones", "subtopic_hours": "1"},
+                {"subtopic": "Aldehyde and Ketones: Nucleophilic addition reactions (addition of HCN. NH3, and its derivatives", "subtopic_hours": "1"},
+                {"subtopic": "Aldehyde and Ketones: Oxidation using Grignard Reagent", "subtopic_hours": "1"},
+                {"subtopic": "Aldehyde and Ketones: Reduction (Wolf Kishner and Clemmensen)", "subtopic_hours": "1"},
+                {"subtopic": "Aldehyde and Ketones: the acidity of -H", "subtopic_hours": "1"},
+                {"subtopic": "Aldehyde and Ketones: aldol condensation", "subtopic_hours": "1"},
+                {"subtopic": "Aldehyde and Ketones: Cannizzaro reaction, Haloform reaction", "subtopic_hours": "1"},
+                {"subtopic": "Aldehyde and Ketones: Chemical tests to distinguish between aldehydes and Ketones.", "subtopic_hours": "1"},
+                {"subtopic": "Carboxylic Acids: Acidic strength and factors affecting it", "subtopic_hours": "1"}
+
+
+            ]
+        },
+        {
+            "chapter": "Organic Compounds Containing Nitrogen",
+            "total_hours": "4",
+            "subtopics": [
+                {"subtopic": "General methods of preparation. Properties, reactions, and uses", "subtopic_hours": "1"},
+                {"subtopic": "Amines: Nomenclature, classification, structure and basic nature", "subtopic_hours": "1"},
+                {"subtopic": "Identificationof primary, secondary, and tertiary amines", "subtopic_hours": "1"},
+                {"subtopic": "Diazonium Salts: Importance in synthetic organic chemistry.", "subtopic_hours": "1"}
+            ]
+        },
+        {
+            "chapter": "Biomolecules",
+            "total_hours": "10",
+            "subtopics": [
+                {"subtopic": "General introduction and importance of biomolecules", "subtopic_hours": "1"},
+                {"subtopic": "Carbohydrates - Classification: aldoses and ketoses", "subtopic_hours": "1"},
+                {"subtopic": "Carbohydrates - Monosaccharides and constituent monosaccharides of oligosaccharides", "subtopic_hours": "1"},
+                {"subtopic": "Proteins - Elementary idea of amino acids, peptide bond, polypeptides", "subtopic_hours": "1"},
+                {"subtopic": "Proteins - Primary, secondary, tertiary, and quaternary structure (qualitative idea only)", "subtopic_hours": "1"},
+                {"subtopic": "Proteins - Denaturation of proteins, enzymes.", "subtopic_hours": "1"},
+                {"subtopic": "Vitamins - Classification and functions.", "subtopic_hours": "1"},
+                {"subtopic": "Nucleic Acids - Chemical constitution of DNA and RNA.", "subtopic_hours": "1"},
+                {"subtopic": "Hormones (General introduction)", "subtopic_hours":"1"}
+            ]
+        }
+    ]
+}

Dockerfile

@@ -0,0 +1,14 @@
+# read the doc: https://huggingface.co/docs/hub/spaces-sdks-docker
+# you will also find guides on how best to write your Dockerfile
+
+FROM python:3.9
+
+WORKDIR /code
+
+COPY ./requirements.txt /code/requirements.txt
+
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+COPY . .
+
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]

Maths.json

@@ -0,0 +1,357 @@
+{
+  "chapters": [
+    {
+      "chapter": "Sets, Relations and Functions",
+      "total_hours": "4",
+      "subtopics": [
+        {
+          "subtopic": "Sets and their representation",
+          "subtopic_hours": "0.5"
+        },
+        { "subtopic": "Union", "subtopic_hours": "0.5" },
+        {
+          "subtopic": "Intersection and complement of sets and their algebraic properties",
+          "subtopic_hours": "0.5"
+        },
+        { "subtopic": "Power set", "subtopic_hours": "0.5" },
+        { "subtopic": "Relation", "subtopic_hours": "0.5" },
+        { "subtopic": "Type of relations", "subtopic_hours": "0.5" },
+        { "subtopic": "equivalence relations", "subtopic_hours": "0.5" },
+        { "subtopic": "Functions", "subtopic_hours": "0.5" },
+        {
+          "subtopic": "one-one, into and onto functions",
+          "subtopic_hours": "0.5"
+        },
+        { "subtopic": "the composition of functions.", "subtopic_hours": "0.5" }
+      ]
+    },
+    {
+      "chapter": "Complex Numbers and Quadratic Equations",
+      "total_hours": "20",
+      "subtopics": [
+        {
+          "subtopic": "Complex numbers as ordered pairs of reals",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "Representation of complex numbers in the form a + ib and their representation in a plane",
+          "subtopic_hours": "2"
+        },
+        { "subtopic": "Argand diagram", "subtopic_hours": "2" },
+        { "subtopic": "algebra of complex number", "subtopic_hours": "2" },
+        {
+          "subtopic": "modulus and argument (or amplitude) of a complex number",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "square root of a complex number",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "Quadratic equations in real and complex number system and their solutions",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "Relations between roots and coefficient, nature of roots",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "the formation of quadratic equations with given roots.",
+          "subtopic_hours": "2"
+        }
+      ]
+    },
+    {
+      "chapter": "Matrices and Determinants",
+      "total_hours": "11",
+      "subtopics": [
+        { "subtopic": "Matrices", "subtopic_hours": "1.5" },
+        { "subtopic": "algebra of matrices", "subtopic_hours": "1.5" },
+        { "subtopic": "type of matrices", "subtopic_hours": "1.5" },
+        {
+          "subtopic": "determinants and matrices of order two and three",
+          "subtopic_hours": "1.5"
+        },
+        { "subtopic": "evaluation of determinants", "subtopic_hours": "1.5" },
+        {
+          "subtopic": "area of triangles using determinants",
+          "subtopic_hours": "1.5"
+        },
+        {
+          "subtopic": "Adjoint and evaluation of inverse of a square matrix using determinants and elementary transformations",
+          "subtopic_hours": "1.5"
+        },
+        {
+          "subtopic": "Test of consistency and solution of simultaneous linear equations in two or three variables using determinants and matrices.",
+          "subtopic_hours": "1.5"
+        }
+      ]
+    },
+    {
+      "chapter": "Permutations and Combinations",
+      "total_hours": "10",
+      "subtopics": [
+        {
+          "subtopic": "The fundamental principle of counting",
+          "subtopic_hours": "3"
+        },
+        {
+          "subtopic": "permutation as an arrangement and combination as section",
+          "subtopic_hours": "3"
+        },
+        {
+          "subtopic": "Meaning of P(n,r) and C(n,r), simple applications.",
+          "subtopic_hours": "3"
+        }
+      ]
+    },
+    {
+      "chapter": "Binomial Theorem and it's Simple Application",
+      "total_hours": "10",
+      "subtopics": [
+        {
+          "subtopic": "Binomial theorem for a positive integral index",
+          "subtopic_hours": "3"
+        },
+        { "subtopic": "general term and middle term", "subtopic_hours": "3" },
+        { "subtopic": "simple applications.", "subtopic_hours": "3" }
+      ]
+    },
+    {
+      "chapter": "Sequence and Series",
+      "total_hours": "10",
+      "subtopics": [
+        {
+          "subtopic": "Arithmetic and Geometric progressions",
+          "subtopic_hours": "3"
+        },
+        {
+          "subtopic": "insertion of arithmetic, geometric means between two given numbers",
+          "subtopic_hours": "3"
+        },
+        { "subtopic": "Relation between A.M and G.M", "subtopic_hours": "3" }
+      ]
+    },
+    {
+      "chapter": "Limits,Continuity and Differentiability",
+      "total_hours": "20",
+      "subtopics": [
+        { "subtopic": "Real - valued functions", "subtopic_hours": "2" },
+        { "subtopic": "algebra of functions", "subtopic_hours": "2" },
+        {
+          "subtopic": "Polynomials , rational, trigonometric, logarithmic and exponential functions, inverse function",
+          "subtopic_hours": "2"
+        },
+        { "subtopic": "Graphs of simple functions.", "subtopic_hours": "2" },
+        {
+          "subtopic": "Limits, continuity and differentiability.",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "Differentiation of the sum difference, product and quotient of two functions.",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "Differentiation of trigonometric, inverse trigonometric, logarithmic, exponential, composite and implicit functions",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "derivatives of order up to two.",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "Applications of derivatives: Rate of change of quantities",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "monotonic increasing and Decreasing functions, Maxima and minima of functions of one variable.",
+          "subtopic_hours": "2"
+        }
+      ]
+    },
+    {
+      "chapter": "Integral Calculus",
+      "total_hours": "26",
+      "subtopics": [
+        { "subtopic": "Integral as an anti-derivative", "subtopic_hours": "3" },
+        {
+          "subtopic": "Fundamental Integrals involving algebraic, trigonometric, exponential and logarithms functions.",
+          "subtopic_hours": "3"
+        },
+        {
+          "subtopic": "Integration by substitution, by parts and by partial functions.",
+          "subtopic_hours": "3"
+        },
+        {
+          "subtopic": "Integration using trigonometric identities.",
+          "subtopic_hours": "3"
+        },
+        {
+          "subtopic": "Evaluation of simple integrals of the type",
+          "subtopic_hours": "3"
+        },
+        {
+          "subtopic": "The fundamental theorem of calculus, properties of definite integrals.",
+          "subtopic_hours": "3"
+        },
+        {
+          "subtopic": "Evaluation of definite integrals",
+          "subtopic_hours": "3"
+        },
+        {
+          "subtopic": "determining areas of the regions bounded by simple curves in standard form.",
+          "subtopic_hours": "3"
+        }
+      ]
+    },
+    {
+      "chapter": "Differential Equations",
+      "total_hours": "8",
+      "subtopics": [
+        {
+          "subtopic": "Ordinary differential equations, their order and degree",
+          "subtopic_hours": "2.5"
+        },
+        {
+          "subtopic": "solution of differential equation by the method of separation of variables",
+          "subtopic_hours": "2.5"
+        },
+        {
+          "subtopic": "solution of a homogeneous and linear differential equation of the type: dy/dx + p(x)y = q(x)",
+          "subtopic_hours": "2.5"
+        }
+      ]
+    },
+    {
+      "chapter": "Co-ordinate Geometry",
+      "total_hours": "47",
+      "subtopics": [
+        {
+          "subtopic": "Cartesian system of rectangular coordinates in a plane",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "distance formula, sections formula, locus and its equation",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "the slope of a line, parallel and perpendicular lines",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "intercepts of a line on the co-ordinate axis.",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "Straight line : Various forms of equations of a line, intersection of lines, angles between two lines",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "conditions for concurrence of three lines",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "the distance of a point from a line, coordinate of the centroid, orthocentre and circumcentre of a triangle.",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "Circle: A standard form of equations of a circle",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "the general form of the equation of a circle, its radius and central, equation of a circle when the endpoints of a diameter are given",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "points of intersection of a line and a circle with the centre at the origin",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "equations of conic sections : parabola",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "equations of conic sections : ellipse",
+          "subtopic_hours": "3.5"
+        },
+        {
+          "subtopic": "equations of conic sections : Hyperbola",
+          "subtopic_hours": "3.5"
+        }
+      ]
+    },
+    {
+      "chapter": "Three Dimensional Geometry",
+      "total_hours": "7",
+      "subtopics": [
+        { "subtopic": "Coordinate of a point in space", "subtopic_hours": "2" },
+        {
+          "subtopic": "the distance between two points, section formula, directions ratios and direction cosines",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "the angle between two intersecting lines",
+          "subtopic_hours": "2"
+        },
+        {
+          "subtopic": "Skew lines, the shortest distance between them and its equation",
+          "subtopic_hours": "2"
+        }
+      ]
+    },
+    {
+      "chapter": "Vector Algebra",
+      "total_hours": "11",
+      "subtopics": [
+        { "subtopic": "Vectors and scalars", "subtopic_hours": "3" },
+        { "subtopic": "the addition of vectors", "subtopic_hours": "3" },
+        {
+          "subtopic": "components of a vector in two dimensions and three-dimensional space",
+          "subtopic_hours": "3"
+        },
+        { "subtopic": "scalar and vector products", "subtopic_hours": "3" }
+      ]
+    },
+    {
+      "chapter": "Statistics and Probability",
+      "total_hours": "4",
+      "subtopics": [
+        { "subtopic": "Measures of discretion", "subtopic_hours": "0.5" },
+        {
+          "subtopic": "calculation of mean, median, mode of grouped and ungrouped data calculation of standard deviation",
+          "subtopic_hours": "0.5"
+        },
+        {
+          "subtopic": "variance and mean deviation for grouped and ungrouped data.",
+          "subtopic_hours": "0.5"
+        },
+        {
+          "subtopic": "Probability: Probability of an event",
+          "subtopic_hours": "0.5"
+        },
+        {
+          "subtopic": "addition and multiplication theorems of probability",
+          "subtopic_hours": "0.5"
+        },
+        {
+          "subtopic": "Baye's theorem, probability distribution of a random variate.",
+          "subtopic_hours": "0.5"
+        }
+      ]
+    },
+    {
+      "chapter": "Trigonometry",
+      "total_hours": "23",
+      "subtopics": [
+        {
+          "subtopic": "Trigonometrical identities and trigonometrical functions",
+          "subtopic_hours": "12"
+        },
+        {
+          "subtopic": "inverse trigonometrical functions and their properties.",
+          "subtopic_hours": "12"
+        }
+      ]
+    }
+  ]
+}

Physics.json

@@ -0,0 +1,276 @@
+    {
+    "chapters": [
+        {
+            "chapter": "Physics and Measurement",
+            "total_hours": "4",
+            "subtopics": [
+                {"subtopic": "Units of measurements, System of Units, SI Units", "subtopic_hours": "1"},
+                {"subtopic": "Fundamental and derived units", "subtopic_hours": "1"},
+                {"subtopic": "Least count, significant figures, Errors in measurements", "subtopic_hours": "1"},
+                {"subtopic": "Dimensions of Physics quantities, dimensional analysis, and its applications", "subtopic_hours": "1"}
+            ]
+        },
+        {
+            "chapter": "Kinematics",
+            "total_hours": "17",
+            "subtopics": [
+                {"subtopic": "Frame of reference, motion in a straight line, Position-time graph, speed and velocity", "subtopic_hours": "4.5"},
+                {"subtopic": "Uniform and non-uniform motion, average speed and instantaneous velocity", "subtopic_hours": "4.5"},
+                {"subtopic": "Uniformly accelerated motion, velocity-time, position-time graph", "subtopic_hours": "4.5"},
+                {"subtopic": "Scalars and Vectors, Vector Addition and subtraction, scalar and vector products", "subtopic_hours": "4.5"}
+            ]
+        },
+        {
+            "chapter": "Laws of Motion",
+            "total_hours": "12",
+            "subtopics": [
+                {"subtopic": "Force and inertia, Newton’s First law of motion", "subtopic_hours": "2.5"},
+                {"subtopic": "Momentum, Newton’s Second Law of motion, Impulses", "subtopic_hours": "2.5"},
+                {"subtopic": "Newton’s Third Law of motion. Law of conservation of linear momentum and its applications", "subtopic_hours": "2.5"},
+                {"subtopic": "Static and Kinetic friction, laws of friction, rolling friction", "subtopic_hours": "2.5"},
+                {"subtopic": "Dynamics of uniform circular motion: centripetal force and its applications", "subtopic_hours": "2.5"}
+            ]
+        },
+        {
+            "chapter": "Work, Energy and Power",
+            "total_hours": "9",
+            "subtopics": [
+                {"subtopic": "Work done by a constant force and a variable force", "subtopic_hours": "2"},
+                {"subtopic": "Kinetic and potential energies, work-energy theorem, power", "subtopic_hours": "2"},
+                {"subtopic": "Potential energy of spring, conservation of mechanical energy", "subtopic_hours": "2"},
+                {"subtopic": "Conservative and non-conservative forces", "subtopic_hours": "2"},
+                {"subtopic": "Elastic and inelastic collisions in one and two dimensions", "subtopic_hours": "2"}
+            ]
+        },
+        {
+            "chapter": "Rotational Motion",
+            "total_hours": "13",
+            "subtopics": [
+                {"subtopic": "Centre of mass of a two-particle system, Centre of mass of a rigid body", "subtopic_hours": "2"},
+                {"subtopic": "Basic concepts of rotational motion; moment of a force; torque, angular momentum", "subtopic_hours": "2"},
+                {"subtopic": "Conservation of angular momentum and its applications", "subtopic_hours": "2"},
+                {"subtopic": "Moment of inertia, radius of gyration, values of moments of inertia for simple geometrical objects", "subtopic_hours": "2"},
+                {"subtopic": "Parallel and perpendicular axes theorems, and their applications", "subtopic_hours": "2"},
+                {"subtopic": "Equilibrium of rigid bodies, rigid body rotation and equations of rotational motion", "subtopic_hours": "2"},
+                {"subtopic": "Comparison of linear and rotational motions", "subtopic_hours": "2"}
+            ]
+        },
+        {
+            "chapter": "Gravitation",
+            "total_hours": "6",
+            "subtopics": [
+                {"subtopic": "The universal law of gravitation", "subtopic_hours": "1"},
+                {"subtopic": "Acceleration due to gravity and its variation with altitude and depth", "subtopic_hours": "1"},
+                {"subtopic": "Kepler’s law of planetary motion", "subtopic_hours": "1"},
+                {"subtopic": "Gravitational potential energy; gravitational potential", "subtopic_hours": "1"},
+                {"subtopic": "Escape velocity", "subtopic_hours": "1"},
+                {"subtopic": "Motion of a satellite, orbital velocity, time period, and energy of satellite", "subtopic_hours": "1"}
+            ]
+        },
+        {
+            "chapter": "Properties of Solids and Liquids",
+            "total_hours": "24",
+            "subtopics": [
+                {"subtopic": "Elastic behavior, Stress-strain relationship, Hooke's Law", "subtopic_hours": "2.5"},
+                {"subtopic": "Young's modulus, bulk modulus, and modulus of rigidity", "subtopic_hours": "2.5"},
+                {"subtopic": "Pressure due to a fluid column; Pascal's law and its applications", "subtopic_hours": "2.5"},
+                {"subtopic": "Effect of gravity on fluid pressure", "subtopic_hours": "2.5"},
+                {"subtopic": "Viscosity. Stokes' law. terminal velocity, streamline, and turbulent flow.critical velocity", "subtopic_hours": "2.5"},
+                {"subtopic": "Bernoulli's principle and its applications", "subtopic_hours": "2.5"},
+                {"subtopic": "Surface energy and surface tension, angle of contact, excess of pressure across a curved surface", "subtopic_hours": "2.5"},
+                {"subtopic": "Application of surface tension - drops, bubbles, and capillary rise", "subtopic_hours": "2.5"},
+                {"subtopic": "Heat, temperature, thermal expansion; specific heat capacity, calorimetry; change of state, latent heat", "subtopic_hours": "2.5"},
+                {"subtopic": "Heat transfer conduction, convection, and radiation", "subtopic_hours": "2.5"}
+            ]
+        },
+        {
+            "chapter": "Thermodynamics",
+            "total_hours": "6",
+            "subtopics": [
+                {"subtopic": "Thermal equilibrium, zeroth law of thermodynamics, the concept of temperature", "subtopic_hours": "1.5"},
+                {"subtopic": "Heat, work, and internal energy", "subtopic_hours": "1.5"},
+                {"subtopic": "The first law of thermodynamics, isothermal and adiabatic processes", "subtopic_hours": "1.5"},
+                {"subtopic": "The second law of thermodynamics: reversible and irreversible processes", "subtopic_hours": "1.5"}
+            ]
+        },
+        {
+            "chapter": "Kinetic Theory of Gases",
+            "total_hours": "5",
+            "subtopics": [
+                {"subtopic": "Equation of state of a perfect gas, work done on compressing a gas", "subtopic_hours": "1"},
+                {"subtopic": "Kinetic theory of gases - assumptions, the concept of pressure", "subtopic_hours": "1"},
+                {"subtopic": "Kinetic interpretation of temperature: RMS speed of gas molecules: Degrees of freedom", "subtopic_hours": "1"},
+                {"subtopic": "Law of equipartition of energy and applications to specific heat capacities of gases", "subtopic_hours": "1"},
+                {"subtopic": "Mean free path", "subtopic_hours": "1"},
+                {"subtopic": "Avogadro's number", "subtopic_hours": "1"}
+            ]
+        },
+        {
+            "chapter": "Oscillations and Waves",
+            "total_hours": "17",
+            "subtopics": [
+                {"subtopic": "Oscillations and periodic motion time period, frequency, displacement as a function of time", "subtopic_hours": "1.5"},
+                {"subtopic": "Periodic functions", "subtopic_hours": "1.5"},
+                {"subtopic": "Simple harmonic motion (S.H.M.) and its equation; phase", "subtopic_hours": "1.5"},
+                {"subtopic": "Oscillations of a spring - restoring force and force constant: energy in S.H.M. - Kinetic and potential energies", "subtopic_hours": "1.5"},
+                {"subtopic": "Simple pendulum - derivation of expression for its time period", "subtopic_hours": "1.5"},
+                {"subtopic": "Wave motion", "subtopic_hours": "1.5"},
+                {"subtopic": "Longitudinal and transverse waves, speed of the traveling wave", "subtopic_hours": "1.5"},
+                {"subtopic": "Displacement relation for a progressive wave", "subtopic_hours": "1.5"},
+                {"subtopic": "Principle of superposition of waves, reflection of waves", "subtopic_hours": "1.5"},
+                {"subtopic": "Standing waves in strings and organ pipes, fundamental mode, and harmonics", "subtopic_hours": "1.5"},
+                {"subtopic": "Beats", "subtopic_hours": "1.5"}
+            ]
+        },
+        {
+            "chapter": "Electrostatics",
+            "total_hours": "24",
+            "subtopics": [
+                {"subtopic": "Electric charges: Conservation of charge", "subtopic_hours": "1.5"},
+                {"subtopic": "Coulomb's law forces between two point charges, forces between multiple charges: superposition principle and continuous charge distribution", "subtopic_hours": "1.5"},
+                {"subtopic": "Electric field: Electric field due to a point charge, Electric field lines", "subtopic_hours": "1.5"},
+                {"subtopic": "Electric dipole, Electric field due to a dipole", "subtopic_hours": "1.5"},
+                {"subtopic": "Torque on a dipole in a uniform electric field", "subtopic_hours": "1.5"},
+                {"subtopic": "Electric flux", "subtopic_hours": "1.5"},
+                {"subtopic": "Gauss's law and its applications to find field due to infinitely long uniformly charged straight wire uniformly charged infinite plane sheet, and uniformly charged thin spherical shell", "subtopic_hours": "1.5"},
+                {"subtopic": "Electric potential and its calculation for a point charge, electric dipole and system of charges: Equipotential surfaces, Electrical potential energy of a system of two point charges and electric dipole in an electrostatic field", "subtopic_hours": "1.5"},
+                {"subtopic": "Conductors and insulators", "subtopic_hours": "1.5"},
+                {"subtopic": "Free charges and bound charges inside a conductor", "subtopic_hours": "1.5"},
+                {"subtopic": "Dielectrics and electric polarization", "subtopic_hours": "1.5"},
+                {"subtopic": "Capacitance, combination of capacitors in series and in parallel", "subtopic_hours": "1.5"},
+                {"subtopic": "Capacitance of a parallel plate capacitor with and without dielectric medium between the plates", "subtopic_hours": "1.5"},
+                {"subtopic": "Energy stored in a capacitor", "subtopic_hours": "1.5"},
+                {"subtopic": "Van de Graaff generator", "subtopic_hours": "1.5"}
+            ]
+        },
+        {
+            "chapter": "Current Electricity",
+            "total_hours": "11",
+            "subtopics": [
+                {"subtopic": "Electric current", "subtopic_hours": "1"},
+                {"subtopic": "Flow of electric charges in a metallic conductor", "subtopic_hours": "1"},
+                {"subtopic": "Ohm's law, electrical resistance, V-I characteristics (linear and non-linear)", "subtopic_hours": "1"},
+                {"subtopic": "Electrical energy and power, electrical resistivity and conductivity", "subtopic_hours": "1"},
+                {"subtopic": "Carbon resistors, color code for carbon resistors", "subtopic_hours": "1"},
+                {"subtopic": "Series and parallel combinations of resistors", "subtopic_hours": "1"},
+                {"subtopic": "Temperature dependence of resistance", "subtopic_hours": "1"},
+                {"subtopic": "Kirchhoff's laws and simple applications", "subtopic_hours": "1"},
+                {"subtopic": "Wheatstone bridge", "subtopic_hours": "1"},
+                {"subtopic": "Metre bridge", "subtopic_hours": "1"},
+                {"subtopic": "Potentiometer - principle and its applications", "subtopic_hours": "1"}
+            ]
+        },
+        {
+            "chapter": "Magnetic Effects of Current and Magnetism",
+            "total_hours": "11",
+            "subtopics": [
+                {"subtopic": "Biot - Savart law and its application to current-carrying circular loop", "subtopic_hours": "1"},
+                {"subtopic": "Ampere's law and its applications to infinitely long current carrying straight wire and solenoid", "subtopic_hours": "1"},
+                {"subtopic": "Force on a moving charge in uniform magnetic and electric fields", "subtopic_hours": "1"},
+                {"subtopic": "Cyclotron", "subtopic_hours": "1"},
+                {"subtopic": "Force on a current-carrying conductor in a uniform magnetic field", "subtopic_hours": "1"},
+                {"subtopic": "Force between two parallel current-carrying conductors - definition of ampere", "subtopic_hours": "1"},
+                {"subtopic": "Torque experienced by a current loop in a magnetic field: moving coil galvanometer, its current sensitivity, and conversion to ammeter and voltmeter", "subtopic_hours": "1"},
+                {"subtopic": "Current loop as a magnetic dipole and its magnetic dipole moment", "subtopic_hours": "1"},
+                {"subtopic": "Magnetic dipole moment of a revolving electron", "subtopic_hours": "1"},
+                {"subtopic": "Magnetic field intensity due to a magnetic dipole (bar magnet) along its axis and perpendicular to its axis", "subtopic_hours": "1"},
+                {"subtopic": "Torque on a magnetic dipole (bar magnet) in a uniform magnetic field", "subtopic_hours": "1"},
+                {"subtopic": "Bar magnet as an equivalent solenoid, magnetic field lines", "subtopic_hours": "1"},
+                {"subtopic": "Earth's magnetic field and magnetic elements", "subtopic_hours": "1"},
+                {"subtopic": "Para-, dia- and ferro - magnetic substances", "subtopic_hours": "1"},
+                {"subtopic": "Magnetic susceptibility and permeability, Hysteresis", "subtopic_hours": "1"},
+                {"subtopic": "Electromagnets and permanent magnets", "subtopic_hours": "1"}
+            ]
+        },
+        {
+            "chapter": "Electromagnetic Induction and Alternating Currents",
+            "total_hours": "18",
+            "subtopics": [
+                {"subtopic": "Electromagnetic induction; Faraday's laws, Induced emf and current; Lenz's Law", "subtopic_hours": "2"},
+                {"subtopic": "Eddy currents", "subtopic_hours": "2"},
+                {"subtopic": "Self and mutual inductance", "subtopic_hours": "2"},
+                {"subtopic": "Alternating currents, peak and RMS value of alternating current/voltage", "subtopic_hours": "2"},
+                {"subtopic": "Reactance and impedance; LC oscillations (qualitative treatment only)", "subtopic_hours": "2"},
+                {"subtopic": "LCR series circuit, resonance; power in AC circuits, wattless current", "subtopic_hours": "2"},
+                {"subtopic": "AC generator and transformer", "subtopic_hours": "2"},
+                {"subtopic": "Electromagnetic waves: Characteristics of electromagnetic waves", "subtopic_hours": "2"},
+                {"subtopic": "Transverse nature of electromagnetic waves", "subtopic_hours": "2"},
+                {"subtopic": "Electromagnetic spectrum (radio waves, microwaves, infrared, visible, ultraviolet, X-rays, gamma rays) including elementary facts about their uses", "subtopic_hours": "2"}
+            ]
+        },
+        {
+            "chapter": "Optics",
+            "total_hours": "34",
+            "subtopics": [
+                {"subtopic": "Reflection and refraction of light at plane and spherical surfaces, mirror formula", "subtopic_hours": "2"},
+                {"subtopic": "Total internal reflection and its applications", "subtopic_hours": "2"},
+                {"subtopic": "Deviation and dispersion of light by a prism; Lens Formula", "subtopic_hours": "2"},
+                {"subtopic": "Magnification; Power of a Lens", "subtopic_hours": "2"},
+                {"subtopic": "Combination of thin lenses in contact", "subtopic_hours": "2"},
+                {"subtopic": "Microscope and astronomical telescope (reflecting and refracting) and their magnifying powers", "subtopic_hours": "2"},
+                {"subtopic": "Wave optics: wavefront and Huygens' principle", "subtopic_hours": "2"},
+                {"subtopic": "Reflection and refraction of plane wave at a plane surface using wavefronts", "subtopic_hours": "2"},
+                {"subtopic": "Proof of laws of reflection and refraction using Huygens' principle", "subtopic_hours": "2"},
+                {"subtopic": "Interference, Young's double slit experiment and expression for fringe width", "subtopic_hours": "2"},
+                {"subtopic": "Coherent sources and sustained interference of light", "subtopic_hours": "2"},
+                {"subtopic": "Diffraction due to a single slit", "subtopic_hours": "2"},
+                {"subtopic": "Rayleigh's criterion of resolution", "subtopic_hours": "2"},
+                {"subtopic": "Resolving power of microscopes and astronomical telescopes", "subtopic_hours": "2"},
+                {"subtopic": "Polarization", "subtopic_hours": "2"},
+                {"subtopic": "Plane polarized light; Brewster's law, uses of plane polarized light and Polaroids", "subtopic_hours": "2"}
+            ]
+        },
+        {
+            "chapter": "Dual Nature of Matter and Radiation",
+            "total_hours": "6",
+            "subtopics": [
+                {"subtopic": "Dual nature of radiation", "subtopic_hours": "1.5"},
+                {"subtopic": "Photoelectric effect, Hertz and Lenard's observations; Einstein's photoelectric equation", "subtopic_hours": "1.5"},
+                {"subtopic": "Particle nature of light; Matter waves-wave nature of particles, de Broglie relation", "subtopic_hours": "1.5"},
+                {"subtopic": "Davisson-Germer experiment", "subtopic_hours": "1.5"}
+            ]
+        },
+        {
+            "chapter": "Atoms and Nuclei",
+            "total_hours": "15",
+            "subtopics": [
+                {"subtopic": "Alpha-particle scattering experiments", "subtopic_hours": "1.5"},
+                {"subtopic": "Rutherford's model of atom", "subtopic_hours": "1.5"},
+                {"subtopic": "Bohr model, energy levels, hydrogen spectrum", "subtopic_hours": "1.5"},
+                {"subtopic": "Composition and size of nucleus, atomic masses, isotopes, isobars", "subtopic_hours": "1.5"},
+                {"subtopic": "Radioactivity", "subtopic_hours": "1.5"},
+                {"subtopic": "Alpha, beta and gamma particles/rays and their properties", "subtopic_hours": "1.5"},
+                {"subtopic": "Radioactive decay law, half-life and mean life of radioactivity, binding energy per nucleon and its variation with mass number", "subtopic_hours": "1.5"},
+                {"subtopic": "Mass-energy relation, mass defect", "subtopic_hours": "1.5"},
+                {"subtopic": "Fission and fusion", "subtopic_hours": "1.5"}
+            ]
+        },
+        {
+            "chapter": "Electronic Devices",
+            "total_hours": "10",
+            "subtopics": [
+                {"subtopic": "Semiconductors; semiconductor diode: I-V characteristics in forward and reverse bias", "subtopic_hours": "1.5"},
+                {"subtopic": "Diode as a rectifier; special purpose p-n junction diodes: LEDs, photodiodes, solar cells, and Zener diode and their characteristics", "subtopic_hours": "1.5"},
+                {"subtopic": "Zener diode as a voltage regulator", "subtopic_hours": "1.5"},
+                {"subtopic": "Junction transistor, transistor action", "subtopic_hours": "1.5"},
+                {"subtopic": "Characteristics of a transistor, transistor as an amplifier (common emitter configuration) and oscillator", "subtopic_hours": "1.5"},
+                {"subtopic": "Logic gates (OR, AND, NOT, NAND and NOR)", "subtopic_hours": "1.5"},
+                {"subtopic": "Transistor as a switch", "subtopic_hours": "1.5"}
+            ]
+        },
+        {
+            "chapter": "Communication Systems",
+            "total_hours": "10",
+            "subtopics": [
+                {"subtopic": "Propagation of electromagnetic waves in the atmosphere; Sky and space wave propagation", "subtopic_hours": "1"},
+                {"subtopic": "Need for modulation", "subtopic_hours": "1"},
+                {"subtopic": "Amplitude modulation, production and detection of amplitude modulation", "subtopic_hours": "1"},
+                {"subtopic": "Basic elements of a communication system (block diagram only)", "subtopic_hours": "1"},
+                {"subtopic": "Bandwidth of signals (speech, TV and digital data)", "subtopic_hours": "1"},
+                {"subtopic": "Bandwidth of transmission medium", "subtopic_hours": "1"},
+                {"subtopic": "Basic concepts of Analog and Digital communication", "subtopic_hours": "1"},
+                {"subtopic": "Introduction to mobile telephony", "subtopic_hours": "1"}
+            ]
+        }
+    ]
+}

main.py

@@ -0,0 +1,173 @@
+import json
+from fastapi import FastAPI, HTTPException
+from pydantic import BaseModel
+import openai
+from typing import List, Dict, Any
+import os
+
+app = FastAPI()
+
+# Pydantic models for request body
+class StudyInput(BaseModel):
+    overall_study_pattern: str
+    memorization_study_pattern: str
+    problem_solving_study_pattern: str
+    visualization_study_pattern: str
+    obstacle_study_pattern: str
+    new_topic_approach: str
+    old_topic_approach: str
+    topic_ratio: str
+    hours_of_study: str
+    hours_of_study_weekends: str
+    revision_days: str
+    test_days: str
+    physicsStartIndex: int
+    chemistryStartIndex: int
+    mathematicsStartIndex: int
+    completed_phy_chapters: List[str]
+    completed_chem_chapters: List[str]
+    completed_maths_chapters: List[str]
+
+# Function to remove completed chapters
+def remove_completed_chapters(subject_data, completed_chapters):
+    subject_data["chapters"] = [chapter for chapter in subject_data["chapters"]
+                                if chapter["chapter"] not in completed_chapters]
+    return subject_data
+
+# Function to get data at index
+def get_data_at_index(json_data, index):
+    if 0 <= index < len(json_data['chapters']):
+        return json_data['chapters'][index]
+    else:
+        return {}
+
+@app.post("/generate_roadmap")
+async def generate_roadmap(study_input: StudyInput):
+    # Load JSON data for each subject
+    # Note: You'll need to adjust the file paths or include these JSON files in your Docker image
+    with open('Physics.json', 'r', encoding='utf-8') as file:
+        phy = json.load(file)
+    with open('Chemistry.json', 'r', encoding='utf-8') as file:
+        chem = json.load(file)
+    with open('Maths.json', 'r', encoding='utf-8') as file:
+        maths = json.load(file)
+  
+    # Remove completed chapters
+    phy = remove_completed_chapters(phy, study_input.completed_phy_chapters)
+    chem = remove_completed_chapters(chem, study_input.completed_chem_chapters)
+    maths = remove_completed_chapters(maths, study_input.completed_maths_chapters)
+   
+    # Get data at specified indices
+    phy = get_data_at_index(phy, study_input.physicsStartIndex)
+    chem = get_data_at_index(chem, study_input.chemistryStartIndex)
+    maths = get_data_at_index(maths, study_input.mathematicsStartIndex)
+    # Prepare user persona
+    user_persona = f"""
+    You are required to generate a highly personalized roadmap for a student studying Physics, Chemistry, and Mathematics for the JEE Main exam.
+    The roadmap should be tailored based on the following student-specific details:
+
+    1. *Study Preferences:*
+       - Study Pattern: {study_input.overall_study_pattern}
+       - Memorization Approach: {study_input.memorization_study_pattern}
+       - Problem-Solving Approach: {study_input.problem_solving_study_pattern}
+       - Visualization Approach: {study_input.visualization_study_pattern}
+
+    2. *Handling Challenges:*
+       - If unable to understand a topic: {study_input.obstacle_study_pattern}
+       - Approach to New Topics: {study_input.new_topic_approach}
+       - Approach to Previously Encountered Topics: {study_input.old_topic_approach}
+
+    3. *Study Hours:*
+       - Weekdays: {study_input.hours_of_study} hours/day
+       - Weekends: {study_input.hours_of_study_weekends} hours/day
+       - Time Allocation Ratio (Physics:Chemistry:Mathematics): {study_input.topic_ratio}
+       - By weekdays I mean day 1, day 2 , day 3 , day 4 , day 5
+       - By weekends I mean day 6 , day 7
+    4. *Revision and Test Strategy:*
+       - The days of the week when you do revision : {study_input.revision_days}
+       - The days of the week when you give tests : {study_input.test_days}
+    """
+    output_structure = """{
+  "schedule": [
+    {
+      "dayNumber": int,
+      "subjects": [
+        {
+          "name": "string",
+          "tasks": [
+            {
+              "type": "string",
+              "topic": "string",
+              "time": "string"
+            }
+          ]
+        }
+      ]
+    }
+  ]
+}
+"""
+    # Prepare system prompt
+    sys_prompt = f"""
+    You are required to generate a highly personalized roadmap for a student studying Physics, Chemistry, and Mathematics for the JEE Main exam.
+    The roadmap should be tailored based on the following student-specific details:
+
+    The roadmap must be provided in the following format:
+    {output_structure}
+
+    Do not include anything other than the roadmap, and ensure the focus remains strictly on the subjects {phy}, {chem}, and {maths} and associated chapters.
+    MAKE SURE THAT YOU MAKE THE ROADMAP FOR ALL THE THREE CHAPTERS EACH OF PHYSICS , CHEMISTRY AND MATHS TO COMPLETE THOSE CHAPTERS WITH 4 ASPECTS i.e "CONCEPT UNDERSTANDING","QUESTION PRACTICE","REVISION","TEST". ALSO INCLUDE TIME FOR EACH TASK THAT YOU GENERATE
+    MAKE SURE THAT WE FIRST COMPLETE 1) CONCEPT UNDERSTANDING , 2) QUESTION PRACTICE FOR EVERY SUBTOPIC AND THEN REVISION AND TEST FOR WHOLE CHAPTER TOGETHER.
+    MAKE SURE THAT WE INCULDE EACH SUBTOPIC OF EACH CHAPTER FROM {phy},{chem} and {maths} IS FINISHED
+    YOU ARE NOT CONSTRAINED TO CREATE A ROADMAP FOR ONLY 'X' NUMBER OF DAYS , YOU CAN EXTEND TILL THE TOPICS ARE FINISHED BUT ONLY STICK TO THE TIMEFRAME ALLOTED FOR EACH SUBJECT AND DO NOT GO ABOVE OR BELOW THAT TIME FRAME.
+    Make sure you make the roadmap for 7-10 days only.
+    """
+
+    # Make OpenAI API call
+    openai.api_key = os.getenv("KEY")  # Replace with your actual API key or use environment variables
+    try:
+        response = openai.ChatCompletion.create(
+            model="gpt-4o-mini",
+            messages=[
+                {
+                    "role": "system",
+                    "content": sys_prompt + "MAKE SURE YOU VERY VERY STRUCTLY FOLLOW THE JSON STRUCTURE BECAUSE I WILL PARSE YOUR OUTPUT TO JSON"
+                },
+                {
+                    "role": "user",
+                    "content": user_persona
+                }
+            ]
+        )
+
+        answer = response['choices'][0]['message']['content'].strip()
+
+        # Second OpenAI API call
+        response = openai.ChatCompletion.create(
+            model="gpt-4o-mini",
+            messages=[
+                {
+                    "role": "system",
+                    "content": f'''
+                    you created a very good roadmap {answer} but you make sure that you dont forget any subtopics from  Physics : {phy}, Chemistry : {chem} and Maths : {maths}. ensure that the style is same as the previous roadmap.
+                    MAKE SURE YOU VERY VERY STRUCTLY FOLLOW THE JSON STRUCTURE BECAUSE I WILL PARSE YOUR OUTPUT TO JSON.
+                    DO not include json at the top of the answer
+                    '''
+                },
+                {
+                    "role": "user",
+                    "content": "Generate"
+                }
+            ]
+        )
+
+        final_answer = response['choices'][0]['message']['content'].strip()
+        parsed_json = json.loads(final_answer)
+
+        return parsed_json
+    except Exception as e:
+        raise HTTPException(status_code=500, detail=str(e))
+
+if __name__ == "__main__":
+    import uvicorn
+    uvicorn.run(app, host="0.0.0.0", port=8000)

requirements.txt

@@ -0,0 +1,3 @@
+fastapi
+uvicorn
+openai==0.28.0