[DOCS] Update Docker documentation to show how to setup Ollama with Dockerized version of AnythingLLM (#774)

* update HOW_TO_USE_DOCKER to help with Ollama setup using docker

* update HOW_TO_USE_DOCKER

* styles update

* create separate README for ollama and link to it in HOW_TO_USE_DOCKER

* styling update

* Update Docker Run command

* Update Docker Run command

* Update Docker Run command

* add support for new openai models

* QOL changes/improve logic for adding new openai embedding models

* add example file inputs for Openai embedding ENV selection;

* Fix if stmt conditional

---------

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

* feature: Integrate Astra as vectorDBProvider

feature: Integrate Astra as vectorDBProvider

* Update .env.example

* Add env.example to docker example file
Update spellcheck fo Astra
Update Astra key for vector selection
Update order of AstraDB options
Resize Astra logo image to 330x330
Update methods of Astra to take in latest vectorDB params like TopN and more
Update Astra interface to support default methods and avoid crash errors from 404 collections
Update Astra interface to comply to max chunk insertion limitations
Update Astra interface to dynamically set dimensionality from chunk 0 size on creation

* reset workspaces

---------

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

* migrate pinecone package to latest version and migrate pinecone vectordb provider class

* remove pinecone environment name env variable and update docs to reflect removal & serverless support complete

* migrate query for pinecone db

* typo in log

---------

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

* feat: Add support for Zilliz Cloud by Milvus

* update placeholder text
update data handling stmt

* update zilliz descriptor

* add support for mistral api

* update docs to show support for Mistral

* add default temp to all providers, suggest different results per provider

---------

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

* issue #543 support milvus vector db

* migrate Milvus to use MilvusClient instead of ORM
normalize env setup for docs/implementation
feat: embedder model dimension added

* update comments

---------

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

* add Together AI LLM support

* update readme to support together ai

* Patch togetherAI implementation

* add model sorting/option labels by organization for model selection

* linting + add data handling for TogetherAI

* change truthy statement
patch validLLMSelection method

---------

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

* Update build process to support multi-platform builds
Bump @lancedb/vectordb to 0.1.19 for ARM&AMD compatibility
Patch puppeteer on ARM builds because of broken chromium
resolves #539
resolves #548

---------

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

* Added support for HTTPS to server.

* Move boot scripts to helper file
catch bad ssl boot config
fallback SSL boot to HTTP

---------

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

* Prevent external service localhost question

* add 0.0.0.0 to docker-invalid URL

* clarify hint

* Add support for Ollama as LLM provider
resolves #493

resolves #489

* wip

* side by side test

* patch syntax highlighting

* remove spacing formatting

* swap powershell command

update file picker spacing for attributes

* wip

* btn links

* button updates

* update dev instructions

* typo

* wip: init refactor of document processor to JS

* add NodeJs PDF support

* wip: partity with python processor
feat: add pptx support

* fix: forgot files

* Remove python scripts totally

* wip:update docker to boot new collector

* add package.json support

* update dockerfile for new build

* update gitignore and linting

* add more protections on file lookup

* update package.json

* test build

* update docker commands to use cap-add=SYS_ADMIN so web scraper can run
update all scripts to reflect this
remove docker build for branch

add Docker internal URL

fix: cleanup code for embedding length clarify
resolves #388

* 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

* update docker build instructions

* cleanup

* Added improved password complexity checking capability.

* Move password complexity checker as User.util
dynamically import required libraries depending on code execution flow
lint

* Ensure persistence of password requirements on restarts via env-dump
Copy example schema to docker env as well

---------

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

* Add API key option to LocalAI

* add api key for model dropdown selector

* WIP adding url uploads to document picker

* fix manual script for uploading url to custom-documents

* fix metadata for url scraping

* wip url parsing

* update how async link scraping works

* docker-compose defaults added
no autocomplete on URLs

---------

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

* feature: add localAi as embedding provider

* chore: add LocalAI image

* chore: add localai embedding examples to docker .env.example

* update setting env
pull models from localai API

* update comments on embedder
Dont show cost estimation on UI

---------

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

* 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>

* 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>