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| LangChain Gallery | |
| ============= | |
| Lots of people have built some pretty awesome stuff with LangChain. | |
| This is a collection of our favorites. | |
| If you see any other demos that you think we should highlight, be sure to let us know! | |
| Open Source | |
| ----------- | |
| .. panels:: | |
| :body: text-center | |
| --- | |
| .. link-button:: https://github.com/bborn/howdoi.ai | |
| :type: url | |
| :text: HowDoI.ai | |
| :classes: stretched-link btn-lg | |
| +++ | |
| This is an experiment in building a large-language-model-backed chatbot. It can hold a conversation, remember previous comments/questions, | |
| and answer all types of queries (history, web search, movie data, weather, news, and more). | |
| --- | |
| .. link-button:: https://colab.research.google.com/drive/1sKSTjt9cPstl_WMZ86JsgEqFG-aSAwkn?usp=sharing | |
| :type: url | |
| :text: YouTube Transcription QA with Sources | |
| :classes: stretched-link btn-lg | |
| +++ | |
| An end-to-end example of doing question answering on YouTube transcripts, returning the timestamps as sources to legitimize the answer. | |
| --- | |
| .. link-button:: https://github.com/normandmickey/MrsStax | |
| :type: url | |
| :text: QA Slack Bot | |
| :classes: stretched-link btn-lg | |
| +++ | |
| This application is a Slack Bot that uses Langchain and OpenAI's GPT3 language model to provide domain specific answers. You provide the documents. | |
| --- | |
| .. link-button:: https://github.com/OpenBioLink/ThoughtSource | |
| :type: url | |
| :text: ThoughtSource | |
| :classes: stretched-link btn-lg | |
| +++ | |
| A central, open resource and community around data and tools related to chain-of-thought reasoning in large language models. | |
| --- | |
| .. link-button:: https://github.com/blackhc/llm-strategy | |
| :type: url | |
| :text: LLM Strategy | |
| :classes: stretched-link btn-lg | |
| +++ | |
| This Python package adds a decorator llm_strategy that connects to an LLM (such as OpenAI’s GPT-3) and uses the LLM to "implement" abstract methods in interface classes. It does this by forwarding requests to the LLM and converting the responses back to Python data using Python's @dataclasses. | |
| --- | |
| .. link-button:: https://github.com/JohnNay/llm-lobbyist | |
| :type: url | |
| :text: Zero-Shot Corporate Lobbyist | |
| :classes: stretched-link btn-lg | |
| +++ | |
| A notebook showing how to use GPT to help with the work of a corporate lobbyist. | |
| --- | |
| .. link-button:: https://dagster.io/blog/chatgpt-langchain | |
| :type: url | |
| :text: Dagster Documentation ChatBot | |
| :classes: stretched-link btn-lg | |
| +++ | |
| A jupyter notebook demonstrating how you could create a semantic search engine on documents in one of your Google Folders | |
| --- | |
| .. link-button:: https://github.com/venuv/langchain_semantic_search | |
| :type: url | |
| :text: Google Folder Semantic Search | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Build a GitHub support bot with GPT3, LangChain, and Python. | |
| --- | |
| .. link-button:: https://huggingface.co/spaces/team7/talk_with_wind | |
| :type: url | |
| :text: Talk With Wind | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Record sounds of anything (birds, wind, fire, train station) and chat with it. | |
| --- | |
| .. link-button:: https://huggingface.co/spaces/JavaFXpert/Chat-GPT-LangChain | |
| :type: url | |
| :text: ChatGPT LangChain | |
| :classes: stretched-link btn-lg | |
| +++ | |
| This simple application demonstrates a conversational agent implemented with OpenAI GPT-3.5 and LangChain. When necessary, it leverages tools for complex math, searching the internet, and accessing news and weather. | |
| --- | |
| .. link-button:: https://huggingface.co/spaces/JavaFXpert/gpt-math-techniques | |
| :type: url | |
| :text: GPT Math Techniques | |
| :classes: stretched-link btn-lg | |
| +++ | |
| A Hugging Face spaces project showing off the benefits of using PAL for math problems. | |
| --- | |
| .. link-button:: https://colab.research.google.com/drive/1xt2IsFPGYMEQdoJFNgWNAjWGxa60VXdV | |
| :type: url | |
| :text: GPT Political Compass | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Measure the political compass of GPT. | |
| --- | |
| .. link-button:: https://github.com/hwchase17/notion-qa | |
| :type: url | |
| :text: Notion Database Question-Answering Bot | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Open source GitHub project shows how to use LangChain to create a chatbot that can answer questions about an arbitrary Notion database. | |
| --- | |
| .. link-button:: https://github.com/jerryjliu/gpt_index | |
| :type: url | |
| :text: GPT Index | |
| :classes: stretched-link btn-lg | |
| +++ | |
| GPT Index is a project consisting of a set of data structures that are created using GPT-3 and can be traversed using GPT-3 in order to answer queries. | |
| --- | |
| .. link-button:: https://github.com/JavaFXpert/llm-grovers-search-party | |
| :type: url | |
| :text: Grover's Algorithm | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Leveraging Qiskit, OpenAI and LangChain to demonstrate Grover's algorithm | |
| --- | |
| .. link-button:: https://huggingface.co/spaces/rituthombre/QNim | |
| :type: url | |
| :text: QNimGPT | |
| :classes: stretched-link btn-lg | |
| +++ | |
| A chat UI to play Nim, where a player can select an opponent, either a quantum computer or an AI | |
| --- | |
| .. link-button:: https://colab.research.google.com/drive/19WTIWC3prw5LDMHmRMvqNV2loD9FHls6?usp=sharing | |
| :type: url | |
| :text: ReAct TextWorld | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Leveraging the ReActTextWorldAgent to play TextWorld with an LLM! | |
| --- | |
| .. link-button:: https://github.com/jagilley/fact-checker | |
| :type: url | |
| :text: Fact Checker | |
| :classes: stretched-link btn-lg | |
| +++ | |
| This repo is a simple demonstration of using LangChain to do fact-checking with prompt chaining. | |
| --- | |
| .. link-button:: https://github.com/arc53/docsgpt | |
| :type: url | |
| :text: DocsGPT | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Answer questions about the documentation of any project | |
| Misc. Colab Notebooks | |
| ~~~~~~~~~~~~~~~ | |
| .. panels:: | |
| :body: text-center | |
| --- | |
| .. link-button:: https://colab.research.google.com/drive/1AAyEdTz-Z6ShKvewbt1ZHUICqak0MiwR?usp=sharing | |
| :type: url | |
| :text: Wolfram Alpha in Conversational Agent | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Give ChatGPT a WolframAlpha neural implant | |
| --- | |
| .. link-button:: https://colab.research.google.com/drive/1UsCLcPy8q5PMNQ5ytgrAAAHa124dzLJg?usp=sharing | |
| :type: url | |
| :text: Tool Updates in Agents | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Agent improvements (6th Jan 2023) | |
| --- | |
| .. link-button:: https://colab.research.google.com/drive/1UsCLcPy8q5PMNQ5ytgrAAAHa124dzLJg?usp=sharing | |
| :type: url | |
| :text: Conversational Agent with Tools (Langchain AGI) | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Langchain AGI (23rd Dec 2022) | |
| Proprietary | |
| ----------- | |
| .. panels:: | |
| :body: text-center | |
| --- | |
| .. link-button:: https://twitter.com/sjwhitmore/status/1580593217153531908?s=20&t=neQvtZZTlp623U3LZwz3bQ | |
| :type: url | |
| :text: Daimon | |
| :classes: stretched-link btn-lg | |
| +++ | |
| A chat-based AI personal assistant with long-term memory about you. | |
| --- | |
| .. link-button:: https://twitter.com/dory111111/status/1608406234646052870?s=20&t=XYlrbKM0ornJsrtGa0br-g | |
| :type: url | |
| :text: AI Assisted SQL Query Generator | |
| :classes: stretched-link btn-lg | |
| +++ | |
| An app to write SQL using natural language, and execute against real DB. | |
| --- | |
| .. link-button:: https://twitter.com/krrish_dh/status/1581028925618106368?s=20&t=neQvtZZTlp623U3LZwz3bQ | |
| :type: url | |
| :text: Clerkie | |
| :classes: stretched-link btn-lg | |
| +++ | |
| Stack Tracing QA Bot to help debug complex stack tracing (especially the ones that go multi-function/file deep). | |
| --- | |
| .. link-button:: https://twitter.com/Raza_Habib496/status/1596880140490838017?s=20&t=6MqEQYWfSqmJwsKahjCVOA | |
| :type: url | |
| :text: Sales Email Writer | |
| :classes: stretched-link btn-lg | |
| +++ | |
| By Raza Habib, this demo utilizes LangChain + SerpAPI + HumanLoop to write sales emails. Give it a company name and a person, this application will use Google Search (via SerpAPI) to get more information on the company and the person, and then write them a sales message. | |
| --- | |
| .. link-button:: https://twitter.com/chillzaza_/status/1592961099384905730?s=20&t=EhU8jl0KyCPJ7vE9Rnz-cQ | |
| :type: url | |
| :text: Question-Answering on a Web Browser | |
| :classes: stretched-link btn-lg | |
| +++ | |
| By Zahid Khawaja, this demo utilizes question answering to answer questions about a given website. A followup added this for `YouTube videos <https://twitter.com/chillzaza_/status/1593739682013220865?s=20&t=EhU8jl0KyCPJ7vE9Rnz-cQ>`_, and then another followup added it for `Wikipedia <https://twitter.com/chillzaza_/status/1594847151238037505?s=20&t=EhU8jl0KyCPJ7vE9Rnz-cQ>`_. | |