Spaces:
Running
Running
File size: 26,894 Bytes
b82d373 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 |
<div class="vectors_settings">
<div class="inline-drawer">
<div class="inline-drawer-toggle inline-drawer-header">
<b data-i18n="Vector Storage">Vector Storage</b>
<div class="inline-drawer-icon fa-solid fa-circle-chevron-down down"></div>
</div>
<div class="inline-drawer-content">
<div class="flex-container flexFlowColumn">
<label for="vectors_source" data-i18n="Vectorization Source">
Vectorization Source
</label>
<select id="vectors_source" class="text_pole">
<option value="cohere">Cohere</option>
<option value="extras">Extras</option>
<option value="palm">Google AI Studio</option>
<option value="llamacpp">llama.cpp</option>
<option value="transformers" data-i18n="Local (Transformers)">Local (Transformers)</option>
<option value="mistral">MistralAI</option>
<option value="nomicai">NomicAI</option>
<option value="ollama">Ollama</option>
<option value="openai">OpenAI</option>
<option value="togetherai">TogetherAI</option>
<option value="vllm">vLLM</option>
</select>
</div>
<div class="flex-container flexFlowColumn" id="ollama_vectorsModel">
<label for="vectors_ollama_model" data-i18n="Vectorization Model">
Vectorization Model
</label>
<input id="vectors_ollama_model" class="text_pole" type="text" placeholder="Model tag, e.g. llama3" />
<label for="vectors_ollama_keep" class="checkbox_label" title="When checked, the model will not be unloaded after use.">
<input id="vectors_ollama_keep" type="checkbox" />
<span data-i18n="Keep model in memory">Keep model in memory</span>
</label>
<div>
The model must be downloaded first! Do it with the <code>ollama pull</code> command or <a href="#" id="vectors_ollama_pull">click here</a>.
</div>
<i data-i18n="Hint: Set the URL in the API connection settings.">
Hint: Set the URL in the API connection settings.
</i>
</div>
<div class="flex-container flexFlowColumn" id="llamacpp_vectorsModel">
<span data-i18n="The server MUST be started with the --embedding flag to use this feature!">
The server MUST be started with the <code>--embedding</code> flag to use this feature!
</span>
<i data-i18n="Hint: Set the URL in the API connection settings.">
Hint: Set the URL in the API connection settings.
</i>
</div>
<div class="flex-container flexFlowColumn" id="openai_vectorsModel">
<label for="vectors_openai_model" data-i18n="Vectorization Model">
Vectorization Model
</label>
<select id="vectors_openai_model" class="text_pole">
<option value="text-embedding-ada-002">text-embedding-ada-002</option>
<option value="text-embedding-3-small">text-embedding-3-small</option>
<option value="text-embedding-3-large">text-embedding-3-large</option>
</select>
</div>
<div class="flex-container flexFlowColumn" id="cohere_vectorsModel">
<label for="vectors_cohere_model" data-i18n="Vectorization Model">
Vectorization Model
</label>
<select id="vectors_cohere_model" class="text_pole">
<option value="embed-english-v3.0">embed-english-v3.0</option>
<option value="embed-multilingual-v3.0">embed-multilingual-v3.0</option>
<option value="embed-english-light-v3.0">embed-english-light-v3.0</option>
<option value="embed-multilingual-light-v3.0">embed-multilingual-light-v3.0</option>
<option value="embed-english-v2.0">embed-english-v2.0</option>
<option value="embed-english-light-v2.0">embed-english-light-v2.0</option>
<option value="embed-multilingual-v2.0">embed-multilingual-v2.0</option>
</select>
</div>
<div class="flex-container flexFlowColumn" id="together_vectorsModel">
<label for="vectors_togetherai_model" data-i18n="Vectorization Model">
Vectorization Model
</label>
<select id="vectors_togetherai_model" class="text_pole">
<option value="togethercomputer/m2-bert-80M-32k-retrieval">M2-BERT-Retrieval-32k</option>
<option value="togethercomputer/m2-bert-80M-8k-retrieval">M2-BERT-Retrieval-8k</option>
<option value="togethercomputer/m2-bert-80M-2k-retrieval">M2-BERT-Retrieval-2K</option>
<option value="WhereIsAI/UAE-Large-V1">UAE-Large-V1</option>
<option value="BAAI/bge-large-en-v1.5">BAAI-Bge-Large-1p5</option>
<option value="BAAI/bge-base-en-v1.5">BAAI-Bge-Base-1p5</option>
<option value="sentence-transformers/msmarco-bert-base-dot-v5">Sentence-BERT</option>
<option value="bert-base-uncased">Bert Base Uncased</option>
</select>
</div>
<div class="flex-container flexFlowColumn" id="vllm_vectorsModel">
<label for="vectors_vllm_model" data-i18n="Vectorization Model">
Vectorization Model
</label>
<input id="vectors_vllm_model" class="text_pole" type="text" placeholder="Model name, e.g. intfloat/e5-mistral-7b-instruct" />
<i data-i18n="Hint: Set the URL in the API connection settings.">
Hint: Set the URL in the API connection settings.
</i>
</div>
<small id="vectors_modelWarning">
<i class="fa-solid fa-exclamation-triangle"></i>
<span data-i18n="Vectors Model Warning">
It is recommended to purge vectors when changing the model mid-chat. Otherwise, it will lead to sub-par results.
</span>
</small>
<div class="flex-container alignItemsCenter" id="nomicai_apiKey">
<label for="api_key_nomicai" class="flex1">
<span data-i18n="NomicAI API Key">NomicAI API Key</span>
</label>
<div id="api_key_nomicai" class="menu_button menu_button_icon">
<i class="fa-solid fa-key"></i>
<span data-i18n="Click to set">Click to set</span>
</div>
</div>
<div class="flex-container marginTopBot5">
<div class="flex-container flex1 flexFlowColumn" title="How many last messages will be matched for relevance.">
<label for="vectors_query">
<small data-i18n="Query messages">Query messages</small>
</label>
<input type="number" id="vectors_query" class="text_pole" min="1" max="99" />
</div>
<div class="flex-container flex1 flexFlowColumn" title="Cut-off score for relevance. Helps to filter out irrelevant data.">
<label for="vectors_query">
<small data-i18n="Score threshold">Score threshold</small>
</label>
<input type="number" id="vectors_score_threshold" class="text_pole" min="0" max="1" step="0.05" />
</div>
<div class="flex-container flex1 flexFlowColumn" title="Prioritize chunking on the preferred delimiter.">
<label for="vectors_force_chunk_delimiter">
<small data-i18n="Chunk boundary">Chunk boundary</small>
</label>
<textarea id="vectors_force_chunk_delimiter" class="text_pole" rows="1" placeholder="(None)"></textarea>
</div>
</div>
<div class="flex-container">
<label class="checkbox_label expander" for="vectors_include_wi" title="Query results can activate World Info entries.">
<input id="vectors_include_wi" type="checkbox" class="checkbox">
<span data-i18n="Include in World Info Scanning">Include in World Info Scanning</span>
</label>
</div>
<hr>
<h4 data-i18n="World Info settings">
World Info settings
</h4>
<label class="checkbox_label" for="vectors_enabled_world_info" title="Enable activation of World Info entries based on vector similarity.">
<input id="vectors_enabled_world_info" type="checkbox" class="checkbox">
<span data-i18n="Enable for World Info">Enable for World Info</span>
</label>
<div id="vectors_world_info_settings" class="marginTopBot5">
<div class="flex-container">
<label for="vectors_enabled_for_all" class="checkbox_label">
<input id="vectors_enabled_for_all" type="checkbox" />
<span data-i18n="Enabled for all entries">Enabled for all entries</span>
</label>
<ul class="margin0">
<li>
<small data-i18n="Checked: all entries except ❌ status can be activated.">Checked: all entries except ❌ status can be activated.</small>
</li>
<li>
<small data-i18n="Unchecked: only entries with ❌ status can be activated.">Unchecked: only entries with 🔗 status can be activated.</small>
</li>
</ul>
</div>
<div class="flex-container">
<div class="flex1">
<!-- Vacant for future use -->
</div>
<div class="flex1" title="Maximum number of entries to be activated">
<label for="vectors_max_entries" >
<small data-i18n="Max Entries">Max Entries</small>
</label>
<input id="vectors_max_entries" type="number" class="text_pole widthUnset" min="1" max="9999" />
</div>
<div class="flex1">
<!-- Vacant for future use -->
</div>
</div>
</div>
<h4 data-i18n="File vectorization settings">
File vectorization settings
</h4>
<label class="checkbox_label" for="vectors_enabled_files">
<input id="vectors_enabled_files" type="checkbox" class="checkbox">
<span data-i18n="Enable for files">Enable for files</span>
</label>
<div id="vectors_files_settings" class="marginTopBot5">
<label class="checkbox_label" for="vectors_translate_files" title="This can help with retrieval accuracy if using embedding models that are trained on English data. Uses the selected API from Chat Translation extension settings.">
<input id="vectors_translate_files" type="checkbox" class="checkbox">
<span data-i18n="Translate files into English before processing">
Translate files into English before processing
</span>
<i class="fa-solid fa-flask" title="Experimental feature"></i>
</label>
<div class="flex justifyCenter" title="These settings apply to files attached directly to messages.">
<span data-i18n="Message attachments">Message attachments</span>
</div>
<div class="flex-container">
<div class="flex1" title="Only files past this size will be vectorized.">
<label for="vectors_size_threshold">
<small data-i18n="Size threshold (KB)">Size threshold (KB)</small>
</label>
<input id="vectors_size_threshold" type="number" class="text_pole" min="1" max="99999" />
</div>
<div class="flex1" title="Chunk size for file splitting.">
<label for="vectors_chunk_size">
<small data-i18n="Chunk size (chars)">Chunk size (chars)</small>
</label>
<input id="vectors_chunk_size" type="number" class="text_pole" min="1" max="99999" />
</div>
<div class="flex1" title="The overlap between adjacent chunks in % from chunk size. The overlap text is trimmed to sentence boundaries. 0 = disabled.">
<label for="vectors_overlap_percent">
<small data-i18n="Chunk overlap (%)">Chunk overlap (%)</small>
</label>
<input id="vectors_overlap_percent" type="number" class="text_pole" min="0" max="99" step="1" />
</div>
<div class="flex1" title="How many chunks to retrieve when querying.">
<label for="vectors_chunk_count">
<small data-i18n="Retrieve chunks">Retrieve chunks</small>
</label>
<input id="vectors_chunk_count" type="number" class="text_pole" min="1" max="99999" />
</div>
</div>
<div class="flex justifyCenter" title="These settings apply to files stored in the Data Bank.">
<span data-i18n="Data Bank files">Data Bank files</span>
</div>
<div class="flex-container">
<div class="flex1" title="Only files past this size will be vectorized.">
<label for="vectors_size_threshold_db">
<small data-i18n="Size threshold (KB)">Size threshold (KB)</small>
</label>
<input id="vectors_size_threshold_db" type="number" class="text_pole" min="1" max="99999" />
</div>
<div class="flex1" title="Chunk size for file splitting.">
<label for="vectors_chunk_size_db">
<small data-i18n="Chunk size (chars)">Chunk size (chars)</small>
</label>
<input id="vectors_chunk_size_db" type="number" class="text_pole" min="1" max="99999" />
</div>
<div class="flex1" title="The overlap between adjacent chunks in % from chunk size. The overlap text is trimmed to sentence boundaries. 0 = disabled.">
<label for="vectors_overlap_percent_db">
<small data-i18n="Chunk overlap (%)">Chunk overlap (%)</small>
</label>
<input id="vectors_overlap_percent_db" type="number" class="text_pole" min="0" max="99" step="1" />
</div>
<div class="flex1" title="How many chunks to retrieve when querying.">
<label for="vectors_chunk_count_db">
<small data-i18n="Retrieve chunks">Retrieve chunks</small>
</label>
<input id="vectors_chunk_count_db" type="number" class="text_pole" min="1" max="99999" />
</div>
</div>
<div class="flex-container flexFlowColumn">
<label for="vectors_file_template_db">
<span data-i18n="Injection Template">Injection Template</span>
</label>
<textarea id="vectors_file_template_db" class="margin0 text_pole textarea_compact" rows="3" placeholder="Use {{text}} macro to specify the position of retrieved text."></textarea>
<label for="vectors_file_position_db" data-i18n="Injection Position">Injection Position</label>
<div class="radio_group">
<label>
<input type="radio" name="vectors_file_position_db" value="2" />
<span data-i18n="Before Main Prompt / Story String">Before Main Prompt / Story String</span>
</label>
<!--Keep these as 0 and 1 to interface with the setExtensionPrompt function-->
<label>
<input type="radio" name="vectors_file_position_db" value="0" />
<span data-i18n="After Main Prompt / Story String">After Main Prompt / Story String</span>
</label>
<label for="vectors_file_depth_db" title="How many messages before the current end of the chat." data-i18n="[title]How many messages before the current end of the chat.">
<input type="radio" name="vectors_file_position_db" value="1" />
<span data-i18n="In-chat @ Depth">In-chat @ Depth</span>
<input id="vectors_file_depth_db" class="text_pole widthUnset" type="number" min="0" max="999" />
<span>as</span>
<select id="vectors_file_depth_role_db" class="text_pole widthNatural">
<option value="0" data-i18n="System">System</option>
<option value="1" data-i18n="User">User</option>
<option value="2" data-i18n="Assistant">Assistant</option>
</select>
</label>
</div>
</div>
<div class="flex-container">
<div id="vectors_files_vectorize_all" class="menu_button menu_button_icon" title="Vectorize all files in the Data Bank and current chat.">
<span data-i18n="Vectorize All">Vectorize All</span>
</div>
<div id="vectors_files_purge" class="menu_button menu_button_icon" title="Purge all file vectors in the Data Bank and current chat.">
<span data-i18n="Purge Vectors">Purge Vectors</span>
</div>
</div>
</div>
<hr>
<h4 data-i18n="Chat vectorization settings">
Chat vectorization settings
</h4>
<label class="checkbox_label" for="vectors_enabled_chats">
<input id="vectors_enabled_chats" type="checkbox" class="checkbox">
<span data-i18n="Enabled for chat messages">Enabled for chat messages</span>
</label>
<hr>
<div id="vectors_chats_settings">
<div id="vectors_advanced_settings">
<label for="vectors_template" data-i18n="Injection Template">
Injection Template
</label>
<textarea id="vectors_template" class="text_pole textarea_compact" rows="3" placeholder="Use {{text}} macro to specify the position of retrieved text."></textarea>
<label for="vectors_position" data-i18n="Injection Position">Injection Position</label>
<div class="radio_group">
<label>
<input type="radio" name="vectors_position" value="2" />
<span data-i18n="Before Main Prompt / Story String">Before Main Prompt / Story String</span>
</label>
<!--Keep these as 0 and 1 to interface with the setExtensionPrompt function-->
<label>
<input type="radio" name="vectors_position" value="0" />
<span data-i18n="After Main Prompt / Story String">After Main Prompt / Story String</span>
</label>
<label for="vectors_depth" title="How many messages before the current end of the chat." data-i18n="[title]How many messages before the current end of the chat.">
<input type="radio" name="vectors_position" value="1" />
<span data-i18n="In-chat @ Depth">In-chat @ Depth </span>
<input id="vectors_depth" class="text_pole widthUnset" type="number" min="0" max="999" />
</label>
</div>
<div class="flex-container">
<div class="flex1" title="Can increase the retrieval quality for the cost of processing. 0 = disabled.">
<label for="vectors_message_chunk_size">
<small data-i18n="Chunk size (chars)">Chunk size (chars)</small>
</label>
<input id="vectors_message_chunk_size" type="number" class="text_pole widthUnset" min="0" max="9999" />
</div>
<div class="flex1" title="Prevents last N messages from being placed out of order.">
<label for="vectors_protect">
<small data-i18n="Retain#">Retain#</small>
</label>
<input type="number" id="vectors_protect" class="text_pole widthUnset" min="1" max="9999" />
</div>
<div class="flex1" title="How many past messages to insert as memories.">
<label for="vectors_insert">
<small data-i18n="Insert#">Insert#</small>
</label>
<input type="number" id="vectors_insert" class="text_pole widthUnset" min="1" max="9999" />
</div>
</div>
<hr class="m-b-1">
<div class="flex-container flexFlowColumn">
<div class="flex-container alignitemscenter justifyCenter">
<i class="fa-solid fa-flask" title="Summarization for vectors is an experimental feature that may improve vectors or may worsen them. Use at your own discretion."></i>
<span data-i18n="Vector Summarization">Vector Summarization</span>
</div>
<label class="checkbox_label expander" for="vectors_summarize" title="Summarize chat messages before generating embeddings.">
<input id="vectors_summarize" type="checkbox" class="checkbox">
<span data-i18n="Summarize chat messages for vector generation">Summarize chat messages for vector generation</span>
</label>
<i class="failure" data-i18n="Warning: This will slow down vector generation drastically, as all messages have to be summarized first.">Warning: This will slow down vector generation drastically, as all messages have to be summarized first.</i>
<label class="checkbox_label expander" for="vectors_summarize_user" title="Summarize sent chat messages before generating embeddings.">
<input id="vectors_summarize_user" type="checkbox" class="checkbox">
<span data-i18n="Summarize chat messages when sending">Summarize chat messages when sending</span>
</label>
<i class="failure" data-i18n="Warning: This might cause your sent messages to take a bit to process and slow down response time.">Warning: This might cause your sent messages to take a bit to process and slow down response time.</i>
<label for="vectors_summary_source" title="Summarize with:">Summarize with:</label>
<select id="vectors_summary_source" class="text_pole">
<option value="main" data-i18n="Main API">Main API</option>
<option value="extras" data-i18n="Extras API">Extras API</option>
<option value="webllm" data-i18n="WebLLM Extension">WebLLM Extension</option>
</select>
<label for="vectors_summary_prompt" title="Summary Prompt:">Summary Prompt:</label>
<small data-i18n="Only used when Main API or WebLLM Extension is selected.">Only used when Main API or WebLLM Extension is selected.</small>
<textarea id="vectors_summary_prompt" class="text_pole textarea_compact" rows="6" placeholder="This prompt will be sent to AI to request the summary generation."></textarea>
</div>
</div>
<small data-i18n="Old messages are vectorized gradually as you chat. To process all previous messages, click the button below.">
Old messages are vectorized gradually as you chat.
To process all previous messages, click the button below.
</small>
<div class="flex-container">
<div id="vectors_vectorize_all" class="menu_button menu_button_icon" data-i18n="Vectorize All">
Vectorize All
</div>
<div id="vectors_purge" class="menu_button menu_button_icon" data-i18n="Purge Vectors">
Purge Vectors
</div>
<div id="vectors_view_stats" class="menu_button menu_button_icon" data-i18n="View Stats">
View Stats
</div>
</div>
<div id="vectorize_progress" style="display: none;">
<small>
Processed <span id="vectorize_progress_percent">0</span>% of messages.
ETA: <span id="vectorize_progress_eta">...</span> seconds.
</small>
</div>
</div>
</div>
</div>
</div>
|