Commit Graph

4 Commits

Author SHA1 Message Date
Haruko386
5d022d83e8 Go: implement provider: PaddleOCR_Local (#15158)
### What problem does this PR solve?

Go: implement provider: PaddleOCR_Local

**Verified from CLI**

```
RAGFlow(user)> ocr with 'PaddleOCR-VL@test@paddleocr_local' file './internal/test1.jpg'
+----------------------+
| text                 |
+----------------------+
| ## Parallel to these |
+----------------------+
```

### Type of change

- [X] Bug Fix (non-breaking change which fixes an issue)
- [X] New Feature (non-breaking change which adds functionality)
- [X] Refactoring
2026-05-25 12:12:57 +08:00
Haruko386
1ece1c81da Go: implement rerank, asr, tts for TogetherAI (#15107)
### What problem does this PR solve?

implement rerank, asr, tts for TogetherAI

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2026-05-21 20:57:04 +08:00
Jack Storment
dc01e0e51c Go: implement Embed (embeddings) in TogetherAI driver (#15017)
### What problem does this PR solve?

Fixes #15015

The TogetherAI Go driver in `internal/entity/models/togetherai.go`
shipped a stub `Embed` method that returned `"TogetherAI, no such
method"`, so TogetherAI could not be used as an embedding provider in
RAGFlow. This PR fills that gap.

TogetherAI exposes a public OpenAI-compatible embeddings endpoint at
`POST https://api.together.ai/v1/embeddings` that accepts the standard
`{model, input}` shape with `Authorization: Bearer <api_key>` (confirmed
in TogetherAI's official docs:
https://docs.together.ai/docs/embeddings-overview). Documented embedding
models include `intfloat/multilingual-e5-large-instruct`,
`BAAI/bge-large-en-v1.5`, and `BAAI/bge-base-en-v1.5`.

### Changes

- `internal/entity/models/togetherai.go`: implement
`TogetherAIModel.Embed`.
- Validate inputs (api key, model name) and short-circuit on empty
texts.
  - Resolve region with the existing `baseURLForRegion` helper.
  - Build URL from `URLSuffix.Embedding`.
- Send `{model, input}` POST body, add `dimensions` when
`embeddingConfig.Dimension > 0` (matches the pattern in #14735).
  - Bearer auth + JSON content type, mirroring the chat path.
- Parse `{data: [{embedding, index}]}` and reorder by `index`, rejecting
out-of-range indices, duplicates, and missing entries so the output
always lines up with the input. Same shape as the merged Mistral,
Upstage, and Novita Embed implementations.
- `conf/models/togetherai.json`:
  - Add `"embedding": "embeddings"` to `url_suffix`.
- Add default embedding model entries for
`intfloat/multilingual-e5-large-instruct`, `BAAI/bge-large-en-v1.5`, and
`BAAI/bge-base-en-v1.5`.

### Type of change

- [x] New Feature (non-breaking change which adds functionality)
2026-05-20 20:48:44 +08:00
tmimmanuel
243d9ed281 Add TogetherAI chat provider (#14957)
## What
- Add TogetherAI as a chat provider backed by its OpenAI-compatible
`/v1/chat/completions` API
- Register TogetherAI in the Go model factory and provider config
- Support non-streaming chat, SSE streaming chat, model listing, and
connection checks

## Notes
- Uses the current TogetherAI OpenAI-compatible base URL
`https://api.together.ai/v1`
- Forwards documented chat parameters from `ChatConfig`: `max_tokens`,
`temperature`, `top_p`, `stop`, and GPT-OSS `reasoning_effort`
- Routes Together reasoning traces from `reasoning` /
`reasoning_content` into `ReasonContent`

## Tests
- `go test -vet=off -run TestTogetherAI -count=1
./internal/entity/models`
- `go test -vet=off -count=1 ./internal/entity/models`

Refs #14736
2026-05-19 15:10:42 +08:00