OpenGVLab / OpenGVLab/Ask-Anything

Deploy `Ask-Anything` as APIs locally/on cloud using `langchain-serve`

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#19 1 comment 0 reactions 0 assignees View on GitHub

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enhancement
Dominant language
Python
Stars
3.4k
Forks
268
PR merge metrics
No merged PRs in 30d

Description

Repo - langchain-serve.

  • Exposes APIs from function definitions locally as well as on the cloud.
  • Very few lines of code changes and ease of development remain the same as local.
  • Supports both REST & WebSocket endpoints
  • Serverless/autoscaling endpoints with automatic tls certs on the cloud.
  • Real-time streaming, human-in-the-loop support - which is crucial for chatbots.

Disclaimer: I'm the primary author of langchain-serve. Would be happy to collaborate on this!

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the Ask-Anything repository and the linked langchain-serve project to identify the existing function definitions and application entry points. Determine how the project could expose local and cloud APIs, including REST and WebSocket endpoints. Done should mean a documented, working deployment path with the listed API and streaming capabilities.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
api, backend, cloud
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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