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Support Fireworks batching (#8) #12052

Merged
merged 8 commits into from
Oct 26, 2023
Merged

Support Fireworks batching (#8) #12052

merged 8 commits into from
Oct 26, 2023

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ZixinYang
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@ZixinYang ZixinYang commented Oct 19, 2023

Description

  • Add _generate and _agenerate to support Fireworks batching.
  • Add stop words test cases
  • Opt out retry mechanism

Issue - Not applicable
Dependencies - None
Tag maintainer - @baskaryan

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@dosubot dosubot bot added Ɑ: models Related to LLMs or chat model modules 🤖:improvement Medium size change to existing code to handle new use-cases labels Oct 19, 2023
@eyurtsev eyurtsev self-requested a review October 19, 2023 21:27
@eyurtsev eyurtsev self-assigned this Oct 19, 2023
@@ -55,7 +67,7 @@ def _convert_delta_to_message_chunk(
elif role or default_class == ChatMessageChunk:
return ChatMessageChunk(content=content, role=role)
else:
return default_class(content=content)
return default_class(type="", content=content)
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type should not be specified -- it's assigned by default depending on the message class

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I got a linter error says argument type is missing. Let me update it later to see if it passes the CI here.

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The type should not be provided -- an empty string is incorrect here as it'll break serialization of messages if these messages are every serialized directly using pydantic.

Could you include the linter message here? And perhaps use a type: ignore[ speciifc error] to mute it -- sounds like the linter may be incorrect

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Have passed CI here without specifying value to type, so should be the linter I used was incorrect.

libs/langchain/langchain/chat_models/fireworks.py Outdated Show resolved Hide resolved
@@ -179,6 +228,74 @@ async def _completion_with_retry(**kwargs: Any) -> Any:
return await _completion_with_retry(**kwargs)


def completion_with_retry_batching(
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we handle retries via -- fireworks should not contain any logic for retries

https://api.python.langchain.com/en/latest/schema.runnable/langchain.schema.runnable.retry.RunnableRetry.html

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fireworks.client has own error handling wrapper
e.g. in _create_retry_decorator

fireworks.client.error.RateLimitError,
fireworks.client.error.ServiceUnavailableError,

Can we keep it to use our fireworks library and use the custom error handling?

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RunnableRetry allows using custom exceptions;

Once Fireworks inherits from BaseLLM, one can do this:

llm = Fireworks(..).with_retry() # Will automatically retry any exception 3 times
retryable_exceptions = (fireworks.client.error.RateLimitError, fireworks.client.error.ServiceUnavailableError)
llm = Fireworks(..).with_retry(retry_if_exception_type=retryable_exceptions) # Will automatically retry any exception 3 times

Would either of these options work?

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Got it. But then users have to handle retries themselves. We handled retries from the beginning. Is there any way we can still handle retries on our side to avoid breaking users' workflow?

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@ZixinYang ZixinYang Oct 25, 2023

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Following the comment in the slack, we keep retry mechanism but allow users to opt out with use_retry=False.

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Sorry didn't meant to accept the previous version...

choices = []
for _prompts in sub_prompts:
response = await acompletion_with_retry_batching(
self, self.use_retry, prompt=_prompts, run_manager=run_manager, **params
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I think you need to send the stop words in to acompletion_with_retry_batching?

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stop is in params

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@tjaffri tjaffri Oct 25, 2023

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See other comment, I don't believe this is correct.

@ZixinYang ZixinYang force-pushed the master branch 2 times, most recently from a0f6adb to df2cb06 Compare October 26, 2023 04:34
@ZixinYang ZixinYang force-pushed the master branch 2 times, most recently from d923d9c to b80e462 Compare October 26, 2023 18:04
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@baskaryan this looks good to me.

@eyurtsev eyurtsev merged commit 6ce276e into langchain-ai:master Oct 26, 2023
39 checks passed
schadem pushed a commit to schadem/langchain that referenced this pull request Oct 27, 2023
Description

* Add _generate and _agenerate to support Fireworks batching.
* Add stop words test cases
* Opt out retry mechanism

Issue - Not applicable
Dependencies - None
Tag maintainer - @baskaryan
nicolewhite pushed a commit to autoblocksai/autoblocks-examples that referenced this pull request Oct 31, 2023
[![Mend
Renovate](https://app.renovatebot.com/images/banner.svg)](https://renovatebot.com)

This PR contains the following updates:

| Package | Change | Age | Adoption | Passing | Confidence |
|---|---|---|---|---|---|
| [langchain](https://togithub.com/langchain-ai/langchain) | `^0.0.323`
-> `^0.0.326` |
[![age](https://developer.mend.io/api/mc/badges/age/pypi/langchain/0.0.326?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![adoption](https://developer.mend.io/api/mc/badges/adoption/pypi/langchain/0.0.326?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![passing](https://developer.mend.io/api/mc/badges/compatibility/pypi/langchain/0.0.323/0.0.326?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/pypi/langchain/0.0.323/0.0.326?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
| [langchain](https://togithub.com/langchain-ai/langchainjs) |
[`^0.0.173` ->
`^0.0.176`](https://renovatebot.com/diffs/npm/langchain/0.0.173/0.0.176)
|
[![age](https://developer.mend.io/api/mc/badges/age/npm/langchain/0.0.176?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![adoption](https://developer.mend.io/api/mc/badges/adoption/npm/langchain/0.0.176?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![passing](https://developer.mend.io/api/mc/badges/compatibility/npm/langchain/0.0.173/0.0.176?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|
[![confidence](https://developer.mend.io/api/mc/badges/confidence/npm/langchain/0.0.173/0.0.176?slim=true)](https://docs.renovatebot.com/merge-confidence/)
|

---

### Release Notes

<details>
<summary>langchain-ai/langchain (langchain)</summary>

###
[`v0.0.326`](https://togithub.com/langchain-ai/langchain/releases/tag/v0.0.326)

[Compare
Source](https://togithub.com/langchain-ai/langchain/compare/v0.0.325...v0.0.326)

#### What's Changed

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- add gha for cli by [@&#8203;hwchase17](https://togithub.com/hwchase17)
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#### New Contributors

- [@&#8203;ennio1991](https://togithub.com/ennio1991) made their first
contribution in
[langchain-ai/langchain#12422
- [@&#8203;theromis](https://togithub.com/theromis) made their first
contribution in
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- [@&#8203;HwangJohn](https://togithub.com/HwangJohn) made their first
contribution in
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- [@&#8203;Uxywannasleep](https://togithub.com/Uxywannasleep) made their
first contribution in
[langchain-ai/langchain#12429
- [@&#8203;henter](https://togithub.com/henter) made their first
contribution in
[langchain-ai/langchain#12420
- [@&#8203;dependabot](https://togithub.com/dependabot) made their first
contribution in
[langchain-ai/langchain#12453
- [@&#8203;lawadam](https://togithub.com/lawadam) made their first
contribution in
[langchain-ai/langchain#12454
- [@&#8203;0xC9](https://togithub.com/0xC9) made their first
contribution in
[langchain-ai/langchain#12472
- [@&#8203;silvhua](https://togithub.com/silvhua) made their first
contribution in
[langchain-ai/langchain#11800
- [@&#8203;nbbaier](https://togithub.com/nbbaier) made their first
contribution in
[langchain-ai/langchain#12497
- [@&#8203;gautamanirudh](https://togithub.com/gautamanirudh) made their
first contribution in
[langchain-ai/langchain#12418
- [@&#8203;petervandenabeele](https://togithub.com/petervandenabeele)
made their first contribution in
[langchain-ai/langchain#12520
- [@&#8203;adrwz](https://togithub.com/adrwz) made their first
contribution in
[langchain-ai/langchain#12382
- [@&#8203;samadkoita](https://togithub.com/samadkoita) made their first
contribution in
[langchain-ai/langchain#12496

**Full Changelog**:
langchain-ai/langchain@v0.0.325...v0.0.326

###
[`v0.0.325`](https://togithub.com/langchain-ai/langchain/releases/tag/v0.0.325)

[Compare
Source](https://togithub.com/langchain-ai/langchain/compare/v0.0.324...v0.0.325)

#### What's Changed

- Add template for Pinecone + Multi-Query by
[@&#8203;rlancemartin](https://togithub.com/rlancemartin) in
[langchain-ai/langchain#12353
- Docs: Add lcel to combine_docs chains by
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[langchain-ai/langchain#12310
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[langchain-ai/langchain#12052
- fix some stuff by [@&#8203;hwchase17](https://togithub.com/hwchase17)
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[langchain-ai/langchain#12427
- Bagatur/bump 325 by
[@&#8203;baskaryan](https://togithub.com/baskaryan) in
[langchain-ai/langchain#12440

#### New Contributors

- [@&#8203;jakubno](https://togithub.com/jakubno) made their first
contribution in
[langchain-ai/langchain#12355
- [@&#8203;lucasc896](https://togithub.com/lucasc896) made their first
contribution in
[langchain-ai/langchain#12027
- [@&#8203;kkk55596](https://togithub.com/kkk55596) made their first
contribution in
[langchain-ai/langchain#11326
- [@&#8203;C-K-Loan](https://togithub.com/C-K-Loan) made their first
contribution in
[langchain-ai/langchain#11271
- [@&#8203;slangenbach](https://togithub.com/slangenbach) made their
first contribution in
[langchain-ai/langchain#12377

#### CVEs

CVE-2023-39659 resolved in
[langchain-ai/langchain#12427

**Full Changelog**:
langchain-ai/langchain@v0.0.324...v0.0.325

###
[`v0.0.324`](https://togithub.com/langchain-ai/langchain/releases/tag/v0.0.324)

[Compare
Source](https://togithub.com/langchain-ai/langchain/compare/v0.0.323...v0.0.324)

#### What's Changed

- Pop max concurrency when recursing by
[@&#8203;nfcampos](https://togithub.com/nfcampos) in
[langchain-ai/langchain#12281
- Remove CLI by [@&#8203;nfcampos](https://togithub.com/nfcampos) in
[langchain-ai/langchain#12283
- CohereEmbeddings: Add max_retries and request_timeout by
[@&#8203;ephe-meral](https://togithub.com/ephe-meral) in
[langchain-ai/langchain#12275
- response parser for ArceeRetriever by
[@&#8203;EricLiclair](https://togithub.com/EricLiclair) in
[langchain-ai/langchain#12270
- CLI by [@&#8203;efriis](https://togithub.com/efriis) in
[langchain-ai/langchain#12284
- chat loader doc titles by
[@&#8203;baskaryan](https://togithub.com/baskaryan) in
[langchain-ai/langchain#12289
- Update vectorstore.mdx\[Make an improvement] by
[@&#8203;SilvaXiang](https://togithub.com/SilvaXiang) in
[langchain-ai/langchain#12252
- rm .html from local doc links by
[@&#8203;baskaryan](https://togithub.com/baskaryan) in
[langchain-ai/langchain#12293
- dev guide by [@&#8203;baskaryan](https://togithub.com/baskaryan) in
[langchain-ai/langchain#12291
- Update README.md by
[@&#8203;RS-labhub](https://togithub.com/RS-labhub) in
[langchain-ai/langchain#12286
- Strips leading/trailing whitespace before parsing xml by
[@&#8203;donatoaz](https://togithub.com/donatoaz) in
[langchain-ai/langchain#12297
- fix sparql queries for relations in schema description by
[@&#8203;felixocker](https://togithub.com/felixocker) in
[langchain-ai/langchain#9136
- use snippet search optionally by
[@&#8203;sam-h-bean](https://togithub.com/sam-h-bean) in
[langchain-ai/langchain#12236
- Add baidu cloud vector search in vectorstore and fix some unit test in
vectorstores by [@&#8203;wemysschen](https://togithub.com/wemysschen) in
[langchain-ai/langchain#11605
- Rm langchain server by
[@&#8203;hinthornw](https://togithub.com/hinthornw) in
[langchain-ai/langchain#12305
- Relax type annotation for custom input/output types by
[@&#8203;eyurtsev](https://togithub.com/eyurtsev) in
[langchain-ai/langchain#12300
- Better wrap traceable by
[@&#8203;hinthornw](https://togithub.com/hinthornw) in
[langchain-ai/langchain#12303
- CLI Git Improvements by [@&#8203;efriis](https://togithub.com/efriis)
in
[langchain-ai/langchain#12311
- Templates by [@&#8203;efriis](https://togithub.com/efriis) in
[langchain-ai/langchain#12294
- removed CardLists for LLMs and ChatModels by
[@&#8203;leo-gan](https://togithub.com/leo-gan) in
[langchain-ai/langchain#12307
- Allow index name customization via env var in rag-conversation by
[@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchain#12315
- add docs for templates by
[@&#8203;hwchase17](https://togithub.com/hwchase17) in
[langchain-ai/langchain#12346
- e2b tool - fix initialization and improve tool description by
[@&#8203;mlejva](https://togithub.com/mlejva) in
[langchain-ai/langchain#12345
- Fix Typo in CONTRIBUTING.md by
[@&#8203;kishanrajput23](https://togithub.com/kishanrajput23) in
[langchain-ai/langchain#12320
- Fix typos in quickstart.mdx by
[@&#8203;LaurentAjdnik](https://togithub.com/LaurentAjdnik) in
[langchain-ai/langchain#12333
- fix self query constructor by
[@&#8203;baskaryan](https://togithub.com/baskaryan) in
[langchain-ai/langchain#12349
- add allowed_operators property in QdrantTranslator by
[@&#8203;xieqihui](https://togithub.com/xieqihui) in
[langchain-ai/langchain#12328
- fix typo by [@&#8203;wongzc](https://togithub.com/wongzc) in
[langchain-ai/langchain#12338
- Fix the exception from langchain.utilities import ArceeWrapper by
[@&#8203;gnakw](https://togithub.com/gnakw) in
[langchain-ai/langchain#12342
- Fix a typo in the summarization use case. by
[@&#8203;season179](https://togithub.com/season179) in
[langchain-ai/langchain#12316
- Update code_understanding.ipynb by
[@&#8203;kengoodridge](https://togithub.com/kengoodridge) in
[langchain-ai/langchain#12309
- Finetuned openai azure models cost calculation by
[@&#8203;nirkopler](https://togithub.com/nirkopler) in
[langchain-ai/langchain#12267
- fixed error message and a check for processor name by
[@&#8203;lkuligin](https://togithub.com/lkuligin) in
[langchain-ai/langchain#12200
- Takeoff pro support by
[@&#8203;hoyungcher](https://togithub.com/hoyungcher) in
[langchain-ai/langchain#12070
- Comprehend Moderation 0.2 by
[@&#8203;nikhilkjha](https://togithub.com/nikhilkjha) in
[langchain-ai/langchain#11730
- Fix json key output parser in partial (streaming) mode by
[@&#8203;nfcampos](https://togithub.com/nfcampos) in
[langchain-ai/langchain#12332
- bump 324 and 35 by [@&#8203;baskaryan](https://togithub.com/baskaryan)
in
[langchain-ai/langchain#12352

#### New Contributors

- [@&#8203;SilvaXiang](https://togithub.com/SilvaXiang) made their first
contribution in
[langchain-ai/langchain#12252
- [@&#8203;RS-labhub](https://togithub.com/RS-labhub) made their first
contribution in
[langchain-ai/langchain#12286
- [@&#8203;donatoaz](https://togithub.com/donatoaz) made their first
contribution in
[langchain-ai/langchain#12297
- [@&#8203;kishanrajput23](https://togithub.com/kishanrajput23) made
their first contribution in
[langchain-ai/langchain#12320
- [@&#8203;LaurentAjdnik](https://togithub.com/LaurentAjdnik) made their
first contribution in
[langchain-ai/langchain#12333
- [@&#8203;wongzc](https://togithub.com/wongzc) made their first
contribution in
[langchain-ai/langchain#12338
- [@&#8203;gnakw](https://togithub.com/gnakw) made their first
contribution in
[langchain-ai/langchain#12342
- [@&#8203;season179](https://togithub.com/season179) made their first
contribution in
[langchain-ai/langchain#12316
- [@&#8203;kengoodridge](https://togithub.com/kengoodridge) made their
first contribution in
[langchain-ai/langchain#12309

**Full Changelog**:
langchain-ai/langchain@v0.0.323...v0.0.324

</details>

<details>
<summary>langchain-ai/langchainjs (langchain)</summary>

###
[`v0.0.176`](https://togithub.com/langchain-ai/langchainjs/releases/tag/0.0.176)

[Compare
Source](https://togithub.com/langchain-ai/langchainjs/compare/0.0.175...0.0.176)

#### What's Changed

- Release 0.0.175 by
[@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3082
- Update ollama.mdx - `numThreads` to `numThread` by
[@&#8203;paulwongx](https://togithub.com/paulwongx) in
[langchain-ai/langchainjs#3083
- Update RAG fusion notebook by
[@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3095
- JSON functions output parser docs by
[@&#8203;bracesproul](https://togithub.com/bracesproul) in
[langchain-ai/langchainjs#3098
- Reduce max size for docs build by
[@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3100
- Implement streaming for GoogleVertexAI text and chat models by
[@&#8203;afirstenberg](https://togithub.com/afirstenberg) in
[langchain-ai/langchainjs#3088
- Increase docs build RAM by
[@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3101
- Jtcorrin/plan execute adjustments by
[@&#8203;JTCorrin](https://togithub.com/JTCorrin) in
[langchain-ai/langchainjs#3072

#### New Contributors

- [@&#8203;paulwongx](https://togithub.com/paulwongx) made their first
contribution in
[langchain-ai/langchainjs#3083
- [@&#8203;JTCorrin](https://togithub.com/JTCorrin) made their first
contribution in
[langchain-ai/langchainjs#3072

**Full Changelog**:
langchain-ai/langchainjs@0.0.175...0.0.176

###
[`v0.0.175`](https://togithub.com/langchain-ai/langchainjs/releases/tag/0.0.175)

[Compare
Source](https://togithub.com/langchain-ai/langchainjs/compare/0.0.174...0.0.175)

#### What's Changed

- Release 0.0.174 by
[@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3064
- Adds basic critique revise cookbook by
[@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3067
- fix: calculate Milvus textlength in bytes by
[@&#8203;kurtmoser](https://togithub.com/kurtmoser) in
[langchain-ai/langchainjs#3079
- Add Convex integration by
[@&#8203;xixixao](https://togithub.com/xixixao) in
[langchain-ai/langchainjs#2977
- Make "IN-filters" possible for Vercel Postgres Metadata by
[@&#8203;rbouschery](https://togithub.com/rbouschery) in
[langchain-ai/langchainjs#3040
- Fix Convex typo by
[@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3081

#### New Contributors

- [@&#8203;kurtmoser](https://togithub.com/kurtmoser) made their first
contribution in
[langchain-ai/langchainjs#3079
- [@&#8203;xixixao](https://togithub.com/xixixao) made their first
contribution in
[langchain-ai/langchainjs#2977
- [@&#8203;rbouschery](https://togithub.com/rbouschery) made their first
contribution in
[langchain-ai/langchainjs#3040

**Full Changelog**:
langchain-ai/langchainjs@0.0.174...0.0.175

###
[`v0.0.174`](https://togithub.com/langchain-ai/langchainjs/releases/tag/0.0.174)

[Compare
Source](https://togithub.com/langchain-ai/langchainjs/compare/0.0.173...0.0.174)

#### What's Changed

- Release 0.0.173 by
[@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3054
- fix: LANGCHAIN_VERBOSE=false does not turn off verbose logging. by
[@&#8203;xianminx](https://togithub.com/xianminx) in
[langchain-ai/langchainjs#3057
- Format by [@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3058
- fix: improper markdown links by
[@&#8203;bracesproul](https://togithub.com/bracesproul) in
[langchain-ai/langchainjs#3061
- Adds MMR search for Pinecone by
[@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3059
- Allow vectorstore retrievers in SemanticSimilarityExampleSelector.ts
by [@&#8203;jacoblee93](https://togithub.com/jacoblee93) in
[langchain-ai/langchainjs#3056
- Add getOutputValue to langchain/memory exports by
[@&#8203;mattmcgiv](https://togithub.com/mattmcgiv) in
[langchain-ai/langchainjs#3060

#### New Contributors

- [@&#8203;xianminx](https://togithub.com/xianminx) made their first
contribution in
[langchain-ai/langchainjs#3057
- [@&#8203;mattmcgiv](https://togithub.com/mattmcgiv) made their first
contribution in
[langchain-ai/langchainjs#3060

**Full Changelog**:
langchain-ai/langchainjs@0.0.173...0.0.174

</details>

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jakubno pushed a commit to e2b-dev/langchain-old that referenced this pull request Nov 1, 2023
Description

* Add _generate and _agenerate to support Fireworks batching.
* Add stop words test cases
* Opt out retry mechanism

Issue - Not applicable
Dependencies - None
Tag maintainer - @baskaryan
hoanq1811 pushed a commit to hoanq1811/langchain that referenced this pull request Feb 2, 2024
Description

* Add _generate and _agenerate to support Fireworks batching.
* Add stop words test cases
* Opt out retry mechanism

Issue - Not applicable
Dependencies - None
Tag maintainer - @baskaryan
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4 participants