Commit Graph

15 Commits

Author SHA1 Message Date
Timothy Carambat
655ebd9479
[Feature] AnythingLLM use locally hosted Llama.cpp and GGUF files for inferencing (#413)
* Implement use of native embedder (all-Mini-L6-v2)
stop showing prisma queries during dev

* Add native embedder as an available embedder selection

* wrap model loader in try/catch

* print progress on download

* add built-in LLM support (expiermental)

* Update to progress output for embedder

* move embedder selection options to component

* saftey checks for modelfile

* update ref

* Hide selection when on hosted subdomain

* update documentation
hide localLlama when on hosted

* saftey checks for storage of models

* update dockerfile to pre-build Llama.cpp bindings

* update lockfile

* add langchain doc comment

* remove extraneous --no-metal option

* Show data handling for private LLM

* persist model in memory for N+1 chats

* update import
update dev comment on token model size

* update primary README

* chore: more readme updates and remove screenshots - too much to maintain, just use the app!

* remove screeshot link
2023-12-07 14:48:27 -08:00
Timothy Carambat
6fa8b0ce93
Add API key option to LocalAI (#407)
* Add API key option to LocalAI

* add api key for model dropdown selector
2023-12-04 08:38:15 -08:00
Sean Hatfield
5ad8a5f2d0
Allow use of any embedder for any llm/update data handling modal (#386)
* allow use of any embedder for any llm/update data handling modal

* Apply embedder override and fallback to OpenAI and Azure models

---------

Co-authored-by: timothycarambat <rambat1010@gmail.com>
2023-11-16 15:19:49 -08:00
Timothy Carambat
4bb99ab4bf
Support LocalAi as LLM provider by @tlandenberger (#373)
* feature: add LocalAI as llm provider

* update Onboarding/mgmt settings
Grab models from models endpoint for localai
merge with master

* update streaming for complete chunk streaming
update localAI LLM to be able to stream

* force schema on URL

---------
Co-authored-by: timothycarambat <rambat1010@gmail.com>
Co-authored-by: tlandenberger <tobiaslandenberger@gmail.com>
2023-11-14 12:31:44 -08:00
Timothy Carambat
8743be679b
assume default model where appropriate (#366)
* assume default model where appropriate

* merge with master and fix other model refs
2023-11-13 15:17:22 -08:00
Timothy Carambat
c22c50cca8
Enable chat streaming for LLMs (#354)
* [Draft] Enable chat streaming for LLMs

* stream only, move sendChat to deprecated

* Update TODO deprecation comments
update console output color for streaming disabled
2023-11-13 15:07:30 -08:00
Francisco Bischoff
f499f1ba59
Using OpenAI API locally (#335)
* Using OpenAI API locally

* Infinite prompt input and compression implementation (#332)

* WIP on continuous prompt window summary

* wip

* Move chat out of VDB
simplify chat interface
normalize LLM model interface
have compression abstraction
Cleanup compressor
TODO: Anthropic stuff

* Implement compression for Anythropic
Fix lancedb sources

* cleanup vectorDBs and check that lance, chroma, and pinecone are returning valid metadata sources

* Resolve Weaviate citation sources not working with schema

* comment cleanup

* disable import on hosted instances (#339)

* disable import on hosted instances

* Update UI on disabled import/export

---------

Co-authored-by: timothycarambat <rambat1010@gmail.com>

* Add support for gpt-4-turbo 128K model (#340)

resolves #336
Add support for gpt-4-turbo 128K model

* 315 show citations based on relevancy score (#316)

* settings for similarity score threshold and prisma schema updated

* prisma schema migration for adding similarityScore setting

* WIP

* Min score default change

* added similarityThreshold checking for all vectordb providers

* linting

---------

Co-authored-by: shatfield4 <seanhatfield5@gmail.com>

* rename localai to lmstudio

* forgot files that were renamed

* normalize model interface

* add model and context window limits

* update LMStudio tagline

* Fully working LMStudio integration

---------
Co-authored-by: Francisco Bischoff <984592+franzbischoff@users.noreply.github.com>
Co-authored-by: Timothy Carambat <rambat1010@gmail.com>
Co-authored-by: Sean Hatfield <seanhatfield5@gmail.com>
2023-11-09 12:33:21 -08:00
Timothy Carambat
d34ec68702
Add support for gpt-4-turbo 128K model (#340)
resolves #336
Add support for gpt-4-turbo 128K model
2023-11-06 14:22:19 -08:00
Timothy Carambat
be9d8b0397
Infinite prompt input and compression implementation (#332)
* WIP on continuous prompt window summary

* wip

* Move chat out of VDB
simplify chat interface
normalize LLM model interface
have compression abstraction
Cleanup compressor
TODO: Anthropic stuff

* Implement compression for Anythropic
Fix lancedb sources

* cleanup vectorDBs and check that lance, chroma, and pinecone are returning valid metadata sources

* Resolve Weaviate citation sources not working with schema

* comment cleanup
2023-11-06 13:13:53 -08:00
Timothy Carambat
67c85f1550
Implement retrieval and use of fine-tune models (#314)
* Implement retrieval and use of fine-tune models
Cleanup LLM selection code
resolves #311

* Cleanup from PR bot
2023-10-31 11:38:28 -07:00
Timothy Carambat
5d56ab623b
Anthropic claude 2 support (#305)
* WIP Anythropic support for chat, chat and query w/context

* Add onboarding support for Anthropic

* cleanup

* fix Anthropic answer parsing
move embedding selector to general util
2023-10-30 15:44:03 -07:00
Timothy Carambat
a8ec0d9584
Compensate for upper OpenAI emedding limit chunk size (#292)
Limit is due to POST body max size. Sufficiently large requests will abort automatically
We should report that error back on the frontend during embedding
Update vectordb providers to return on failed
2023-10-26 10:57:37 -07:00
Timothy Carambat
2a28415de4
Make openAI Azure embedding requests run concurrently to avoid input limits per call (#211)
resolves #184
2023-08-22 10:23:29 -07:00
Timothy Carambat
1f29cec918
Multiple LLM Support framework + AzureOpenAI Support (#180)
* Remove LangchainJS for chat support chaining
Implement runtime LLM selection
Implement AzureOpenAI Support for LLM + Emebedding
WIP on frontend
Update env to reflect the new fields

* Remove LangchainJS for chat support chaining
Implement runtime LLM selection
Implement AzureOpenAI Support for LLM + Emebedding
WIP on frontend
Update env to reflect the new fields

* Replace keys with LLM Selection in settings modal
Enforce checks for new ENVs depending on LLM selection
2023-08-04 14:56:27 -07:00
timothycarambat
9bea7739ed move OpenAI to AiProvider folder in preparation for new AI provider support 2023-07-28 12:09:49 -07:00