Delete old login html page. Login via popup on home is the single,
unified login experience.
Have docs mention khoj home url, no need to mention /login as login
popup shows on home page too
Support using Exa for webpage reading. It seems much faster than
currently available providers.
Remove Jina as a webpage reader and remaining references to Jina from
code, docs. It was anyway slow and API may shut down soon (as it was
bought by Elastic).
Update docs to mention Exa for web search and webpage reading.
It is recommended to chat with open-source models by running an
open-source server like Ollama, Llama.cpp on your GPU powered machine
or use a commercial provider of open-source models like DeepInfra or
OpenRouter.
These chat model serving options provide a mature Openai compatible
API that already works with Khoj.
Directly using offline chat models only worked reasonably with pip
install on a machine with GPU. Docker setup of khoj had trouble with
accessing GPU. And without GPU access offline chat is too slow.
Deprecating support for an offline chat provider directly from within
Khoj will reduce code complexity and increase developement velocity.
Offline models are subsumed to use existing Openai ai model provider.
Added a “Troubleshooting & Tips” section to the GCP Vertex documentation.
This section provides guidance for self-hosted users on common issues
they may encounter when setting up Google Vertex AI integration in Khoj.
Topics covered include permissions, region compatibility, prompt size
limits, API key testing, and secure key management with environment
variables. The goal is to improve the onboarding experience and reduce
setup errors for contributors and self-hosters using Vertex AI models
like Claude and Gemini.
Signed off by: brightally6@gmail.com
- Specify E2B api key and template to use via env variables
- Try load, use e2b library when E2B api key set
- Fallback to try use terrarium sandbox otherwise
- Enable more python packages in e2b sandbox like rdkit via custom e2b template
- Use Async E2B Sandbox
- Parallelize file IO with sandbox
- Add documentation on how to enable E2B as code sandbox instead of Terrarium
- Set KHOJ_ALLOWED_DOMAIN to the domain that Khoj is accessible on
from the host machine. This can be the internal i.p or domain of the
host machine.
It can be used by your load balancer/reverse_proxy to access Khoj.
For example, if the load balancer service is in the khoj docker
network, KHOJ_DOMAIN will be `server' (i.e service name).
- Set KHOJ_DOMAIN to your externally accessible DOMAIN or I.P to avoid
CSRF trusted origin or unset cookie issue when trying to access the
khoj admin panel.
Resolves#1114
This change adds the ability to use OpenAI, Azure OpenAI or any embedding model exposed behind an OpenAI compatible API (like Ollama, LiteLLM, vLLM etc.).
Khoj previously only supported HuggingFace embedding models running locally on device or via HuggingFaceW inference API endpoint. This allows using commercial embedding models to index your content with Khoj.
This allows online search to work out of the box again
for self-hosting users, as no auth/api key setup required.
Docker users do not need to change anything in their setup flow.
Direct installers can setup Searxng locally or use public instances if
they do not want to use any of the other providers (like Jina, Serper)
Resolves#749. Resolves#990
- Previous was incorrectly plural but was defining only a single model
- Rename chat model table field to name
- Update documentation
- Update references functions and variables to match new name
