mirror of https://github.com/whit3rabbit/anyllm-proxy.git synced 2026-09-22 16:00:51 +00:00

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whit3rabbitandClaude Sonnet 4.6 545bdbbbd3 feat: add bedrock native passthrough, generic passthrough, provider docs, and managed backend fixes

Adds bedrock_native.rs (Converse/InvokeModel with SigV4) and
generic_passthrough.rs catch-all for Translate mode. Adds comprehensive
provider reference docs (docs/providers/, docs/ENDPOINTS.md). Fixes
managed backend admin UI (BackendForm, ManagedBackendsSection) and
admin route/model handler issues. Adds automated model pricing update
workflow (scripts/update_pricing.py, .github/workflows/update-pricing.yml).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

2026-04-08 16:36:16 -05:00

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Weights & Biases Inference

Hosted model inference integrated with W&B experiment tracking, with per-project endpoint URLs.

LiteLLM prefix: wandb/
Status: Stub — routes through OpenAI-compatible client
Docs: https://docs.wandb.ai/guides/model-management

Authentication

Variable	Required	Description
`WANDB_API_KEY`	Yes	API key from wandb.ai

Quick Start

Single-Backend (env vars)

W&B Inference does not have a single shared base URL. Each project deployment has its own endpoint. Set OPENAI_BASE_URL to your W&B inference endpoint URL.

BACKEND=wandb \
  WANDB_API_KEY=your-key \
  OPENAI_BASE_URL=https://inference.wandb.ai/<entity>/<project>/v1 \
  cargo run -p anyllm_proxy

LiteLLM YAML Config

model_list:
  - model_name: wandb-model
    litellm_params:
      model: wandb/<model-id>
      api_key: "env:WANDB_API_KEY"
      api_base: "https://inference.wandb.ai/<entity>/<project>/v1"

Usage Examples

Anthropic Messages API

curl http://localhost:3000/v1/messages \
  -H "Content-Type: application/json" \
  -H "x-api-key: $PROXY_API_KEYS" \
  -d '{"model": "<model-id>", "max_tokens": 1024, "messages": [{"role": "user", "content": "Hello"}]}'

OpenAI Chat Completions API

curl http://localhost:3000/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer $PROXY_API_KEYS" \
  -d '{"model": "<model-id>", "messages": [{"role": "user", "content": "Hello"}]}'

Capabilities

Feature	Supported
Chat Completions	✓
Streaming	✓
Tool Use	—
Embeddings	—
Vision	—
Batch	—

Notes

W&B Inference endpoint URLs are specific to each project deployment. Obtain the URL from your W&B project settings and supply it via api_base in YAML config or OPENAI_BASE_URL env var. Tool use and embeddings are not supported.

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