Epic: Additional LLM Provider Integrations — Cohere, Groq, Together AI, and Provider Abstraction #3365

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opened 2026-04-05 14:38:38 +00:00 by freemo · 2 comments

freemo commented 2026-04-05 14:38:38 +00:00

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• Branch Naming Convention: feat/v3.6.0/llm-providers
• Milestone: v3.6.0

Background and Context

The v3.6.0 milestone scope includes "Additional LLM backends and provider integrations." Currently, Cohere, Groq, and Together AI providers lack dedicated provider classes and are only handled via generic LangChain dynamic imports. The actor configuration supports a config.provider field referencing openai, anthropic, google, azure, openrouter, etc., but several providers are missing first-class implementations.

This Epic groups all work required to add dedicated provider classes for missing LLM backends, improve provider abstraction, and ensure all spec-referenced providers are properly integrated.

Child Issues

• #3366 — feat(providers): implement dedicated Cohere provider class with LangChain integration
• #3367 — feat(providers): implement dedicated Groq provider class with LangChain integration
• #3368 — feat(providers): implement dedicated Together AI provider class with LangChain integration
• #3369 — feat(providers): implement Hugging Face provider class for local and hosted model inference

Definition of Done

• All child issues are closed
• Cohere, Groq, and Together AI have dedicated provider classes
• Provider abstraction layer supports easy addition of new providers
• All nox stages pass
• Coverage >= 97%

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Automated by CleverAgents Bot
Supervisor: Unknown | Agent: ca-epic-planner

## Metadata - **Branch Naming Convention**: `feat/v3.6.0/llm-providers` - **Milestone**: v3.6.0 ## Background and Context The v3.6.0 milestone scope includes "Additional LLM backends and provider integrations." Currently, Cohere, Groq, and Together AI providers lack dedicated provider classes and are only handled via generic LangChain dynamic imports. The actor configuration supports a `config.provider` field referencing `openai`, `anthropic`, `google`, `azure`, `openrouter`, etc., but several providers are missing first-class implementations. This Epic groups all work required to add dedicated provider classes for missing LLM backends, improve provider abstraction, and ensure all spec-referenced providers are properly integrated. ## Child Issues - [ ] #3366 — feat(providers): implement dedicated Cohere provider class with LangChain integration - [ ] #3367 — feat(providers): implement dedicated Groq provider class with LangChain integration - [ ] #3368 — feat(providers): implement dedicated Together AI provider class with LangChain integration - [ ] #3369 — feat(providers): implement Hugging Face provider class for local and hosted model inference ## Definition of Done - [ ] All child issues are closed - [ ] Cohere, Groq, and Together AI have dedicated provider classes - [ ] Provider abstraction layer supports easy addition of new providers - [ ] All nox stages pass - [ ] Coverage >= 97% --- **Automated by CleverAgents Bot** Supervisor: Unknown | Agent: ca-epic-planner

freemo added this to the v3.6.0 milestone 2026-04-05 14:38:43 +00:00

freemo referenced this issue 2026-04-05 14:39:01 +00:00

feat(providers): implement dedicated Cohere provider class with LangChain integration #3366

freemo referenced this issue 2026-04-05 14:39:08 +00:00

feat(providers): implement dedicated Groq provider class with LangChain integration #3367

freemo referenced this issue 2026-04-05 14:39:15 +00:00

feat(providers): implement dedicated Together AI provider class with LangChain integration #3368

freemo referenced this issue 2026-04-05 14:39:25 +00:00

feat(providers): implement Hugging Face provider class for local and hosted model inference #3369

freemo added a new dependency 2026-04-05 14:39:56 +00:00

#3366 feat(providers): implement dedicated Cohere provider class with LangChain integration

freemo added a new dependency 2026-04-05 14:39:57 +00:00

#3367 feat(providers): implement dedicated Groq provider class with LangChain integration

freemo added a new dependency 2026-04-05 14:40:04 +00:00

#3368 feat(providers): implement dedicated Together AI provider class with LangChain integration

freemo added a new dependency 2026-04-05 14:40:05 +00:00

#3369 feat(providers): implement Hugging Face provider class for local and hosted model inference

freemo commented 2026-04-05 14:40:21 +00:00

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Child Issues Created

The following child issues have been created for this Epic:

#	Title	Status
#3366	feat(providers): implement dedicated Cohere provider class with LangChain integration	Open
#3367	feat(providers): implement dedicated Groq provider class with LangChain integration	Open
#3368	feat(providers): implement dedicated Together AI provider class with LangChain integration	Open
#3369	feat(providers): implement Hugging Face provider class for local and hosted model inference	Open

All child issues block this Epic via Forgejo dependency links.

Dependency Chain:

#3366 (Cohere) ──┐
#3367 (Groq)   ──┤──▶ #3365 (Epic: LLM Providers)
#3368 (Together)─┤
#3369 (HuggingFace)─┘

---

Automated by CleverAgents Bot
Supervisor: Unknown | Agent: ca-epic-planner

## Child Issues Created The following child issues have been created for this Epic: | # | Title | Status | |---|-------|--------| | #3366 | feat(providers): implement dedicated Cohere provider class with LangChain integration | Open | | #3367 | feat(providers): implement dedicated Groq provider class with LangChain integration | Open | | #3368 | feat(providers): implement dedicated Together AI provider class with LangChain integration | Open | | #3369 | feat(providers): implement Hugging Face provider class for local and hosted model inference | Open | All child issues block this Epic via Forgejo dependency links. **Dependency Chain:** ``` #3366 (Cohere) ──┐ #3367 (Groq) ──┤──▶ #3365 (Epic: LLM Providers) #3368 (Together)─┤ #3369 (HuggingFace)─┘ ``` --- **Automated by CleverAgents Bot** Supervisor: Unknown | Agent: ca-epic-planner

freemo referenced this issue 2026-04-05 16:19:03 +00:00

[Automated] CleverAgents Build Session - 2026-04-05 #3377

freemo commented 2026-04-05 16:22:54 +00:00

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Issue triaged by project owner:

• State: Verified
• Priority: High — The v3.6.0 milestone explicitly scopes "Additional LLM backends and provider integrations." This Epic groups the work to add dedicated provider classes for Cohere, Groq, Together AI, and Hugging Face.
• Milestone: v3.6.0 (already set)
• Story Points: 13 — XXL — This Epic encompasses 4 child issues, each requiring a new provider class with LangChain integration, tests, and documentation. Estimated 1+ week total.
• MoSCoW: Should Have — While the specification mentions these providers and v3.6.0 scopes them, the existing generic LangChain dynamic import path provides functional (if not first-class) support. These are important for production readiness but not strictly blocking other Must Have work.
• Child Issues: #3366, #3367, #3368, #3369

---

Automated by CleverAgents Bot
Supervisor: Project Owner | Agent: ca-project-owner

Issue triaged by project owner: - **State**: Verified - **Priority**: High — The v3.6.0 milestone explicitly scopes "Additional LLM backends and provider integrations." This Epic groups the work to add dedicated provider classes for Cohere, Groq, Together AI, and Hugging Face. - **Milestone**: v3.6.0 (already set) - **Story Points**: 13 — XXL — This Epic encompasses 4 child issues, each requiring a new provider class with LangChain integration, tests, and documentation. Estimated 1+ week total. - **MoSCoW**: Should Have — While the specification mentions these providers and v3.6.0 scopes them, the existing generic LangChain dynamic import path provides functional (if not first-class) support. These are important for production readiness but not strictly blocking other Must Have work. - **Child Issues**: #3366, #3367, #3368, #3369 --- **Automated by CleverAgents Bot** Supervisor: Project Owner | Agent: ca-project-owner

freemo referenced this issue 2026-04-05 16:23:48 +00:00

feat(providers): implement dedicated Cohere provider class with LangChain integration #3366

freemo referenced this issue 2026-04-05 16:23:48 +00:00

feat(providers): implement dedicated Groq provider class with LangChain integration #3367

freemo referenced this issue 2026-04-05 16:23:50 +00:00

feat(providers): implement dedicated Together AI provider class with LangChain integration #3368

freemo referenced this issue 2026-04-05 16:23:53 +00:00

feat(providers): implement Hugging Face provider class for local and hosted model inference #3369

freemo referenced this issue 2026-04-05 16:29:58 +00:00

[Automated] CleverAgents Build Session - 2026-04-05 #3377

freemo referenced this issue 2026-04-05 16:38:16 +00:00

UAT: # type: ignore suppressions in providers/registry.py violate CONTRIBUTING.md code standards #3421

freemo referenced this issue 2026-04-05 16:38:23 +00:00

UAT: agents diagnostics only checks 4 of 9 supported providers — Groq, Together AI, Cohere, Azure, Gemini missing #3422

freemo added a new dependency 2026-04-05 16:38:24 +00:00

#3421 UAT: # type: ignore suppressions in providers/registry.py violate CONTRIBUTING.md code standards

freemo added a new dependency 2026-04-05 16:38:40 +00:00

#3422 UAT: agents diagnostics only checks 4 of 9 supported providers — Groq, Together AI, Cohere, Azure, Gemini missing

freemo referenced this issue 2026-04-05 16:40:44 +00:00

UAT: Dedicated OpenAIChatProvider and AnthropicChatProvider classes exist but are never used by the provider registry #3427

freemo added a new dependency 2026-04-05 16:40:44 +00:00

#3425 UAT: providers/llm/__init__.py is empty — dedicated provider classes not exported from subpackage

freemo added a new dependency 2026-04-05 16:40:58 +00:00

#3427 UAT: Dedicated OpenAIChatProvider and AnthropicChatProvider classes exist but are never used by the provider registry

freemo referenced this issue 2026-04-05 16:41:36 +00:00

[Automated] CleverAgents Build Session - 2026-04-05 #3377

freemo referenced this issue 2026-04-05 17:09:34 +00:00

[Automated] CleverAgents Build Session - 2026-04-05 #3377

freemo referenced this issue 2026-04-05 17:16:27 +00:00

[Automated] CleverAgents Build Session - 2026-04-05 #3377

freemo referenced this issue 2026-04-05 18:27:17 +00:00

[Automated] CleverAgents Build Session - 2026-04-05 #3377

freemo referenced this issue 2026-04-05 19:31:05 +00:00

[Automated] CleverAgents Build Session - 2026-04-05 #3377

freemo referenced this issue 2026-04-05 22:10:10 +00:00

[Automated] CleverAgents Build Session - 2026-04-05 (Resumed) #3654

freemo referenced this issue 2026-04-06 06:17:39 +00:00

[Automated] CleverAgents Build Session - 2026-04-06 #3775

freemo referenced this issue 2026-04-06 10:12:40 +00:00

UAT: Prohibited # type: ignore suppression comments found in providers/registry.py — 11 violations in provider factory methods #4087

freemo added a new dependency 2026-04-06 10:12:49 +00:00

#4087 UAT: Prohibited # type: ignore suppression comments found in providers/registry.py — 11 violations in provider factory methods

freemo referenced this issue 2026-04-06 10:22:13 +00:00

UAT: AIProviderInterface implementation does not match spec — spec defines provider_name, capabilities, create_chat_model, create_embedding_model but implementation has name, model_id, generate_changes, stream_changes #4108

freemo added a new dependency 2026-04-06 10:22:22 +00:00

#4108 UAT: AIProviderInterface implementation does not match spec — spec defines provider_name, capabilities, create_chat_model, create_embedding_model but implementation has name, model_id, generate_changes, stream_changes

freemo referenced this issue 2026-04-06 10:24:37 +00:00

UAT: Budget environment variable names in Settings don't match spec — CLEVERAGENTS_BUDGET_PER_PLAN should be CLEVERAGENTS_PLAN_BUDGET, CLEVERAGENTS_BUDGET_WARNING_THRESHOLD should be CLEVERAGENTS_PLAN_BUDGET_WARN #4111

freemo added a new dependency 2026-04-06 10:24:50 +00:00

#4111 UAT: Budget environment variable names in Settings don't match spec — CLEVERAGENTS_BUDGET_PER_PLAN should be CLEVERAGENTS_PLAN_BUDGET, CLEVERAGENTS_BUDGET_WARNING_THRESHOLD should be CLEVERAGENTS_PLAN_BUDGET_WARN

freemo referenced this issue 2026-04-06 10:27:31 +00:00

UAT: ProviderRegistry.switch_model() is missing — spec maps session/set_model operation to this method but it does not exist #4115

freemo added a new dependency 2026-04-06 10:27:37 +00:00

#4115 UAT: ProviderRegistry.switch_model() is missing — spec maps session/set_model operation to this method but it does not exist

freemo referenced this issue 2026-04-06 10:28:25 +00:00

UAT: ProviderRegistry.create_llm('mock') always raises ValueError: Unsupported provider type: mock — mock LLM creation is broken despite MOCK being a registered ProviderType #4118

freemo added a new dependency 2026-04-06 10:28:32 +00:00

#4118 UAT: ProviderRegistry.create_llm('mock') always raises ValueError: Unsupported provider type: mock — mock LLM creation is broken despite MOCK being a registered ProviderType

freemo referenced this issue 2026-04-06 10:29:16 +00:00

UAT: application/container.py imports MockAIProvider from features/mocks/ test directory — production code depends on test infrastructure #4121

freemo added a new dependency 2026-04-06 10:29:25 +00:00

#4121 UAT: application/container.py imports MockAIProvider from features/mocks/ test directory — production code depends on test infrastructure

freemo referenced this issue 2026-04-06 10:31:41 +00:00

UAT: CostTracker and FallbackSelector are dead code — never wired into provider execution path, budget enforcement is completely non-functional #4132

freemo added a new dependency 2026-04-06 10:31:47 +00:00

#4132 UAT: CostTracker and FallbackSelector are dead code — never wired into provider execution path, budget enforcement is completely non-functional

HAL9000 referenced this issue 2026-04-08 18:45:21 +00:00

[Automated] CleverAgents Build Session - 2026-04-08 #4743

HAL9000 referenced this issue 2026-04-08 19:29:02 +00:00

[Automated] CleverAgents Build Session - 2026-04-08 #4799

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labels 2026-04-10 06:02:32 +00:00

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Reviewer has APPROVED this PR and no later REQUEST_CHANGES is outstanding. The merge driver requires this label to even consider a PR for merging. Set by the reviewer worker on APPROVE; cleared on REQUEST_CHANGES.

  

auto/restart-throttled

Train repeatedly lost master-tempo races. Driver excludes via merge_cycle until cooldown elapses; label persists as visible history.

  

auto/revert

Revert PR backing out an invariant violation. Fast-tracked through the merge driver.

  

auto/sentinel

Sentinel PR duplicated from upstream into a personal fork by tools/duplicate_prs_to_fork.py for pipeline testing. Lives only in the fork; the canonical pipeline never sees it.

  

auto/stale-inactivity

No implementer activity for N days. Flagged for human review. Auto-cleared on next push to head branch.

  

auto/unstable

Repeatedly fails on current master (>= 3 ci-fail-on-rebased-sha releases in 12 h). Excluded from driver until human triage.

  

Blocked

A ticket in a blocked state and unable to complete until some other task is completed first.

  

Bounty

$100

A bounty of $100 for any open-source contributor who provides a MR that solves this issue

  

Bounty

$1000

A bounty of $1000 for any open-source contributor who provides a MR that solves this issue

  

Bounty

$10000

A bounty of $10000 for any open-source contributor who provides a MR that solves this issue

  

Bounty

$20

A bounty of $20 for any open-source contributor who provides a MR that solves this issue

  

Bounty

$2000

A bounty of $2000 for any open-source contributor who provides a MR that solves this issue

  

Bounty

$250

A bounty of $250 for any open-source contributor who provides a MR that solves this issue

  

Bounty

$50

A bounty of $50 for any open-source contributor who provides a MR that solves this issue

  

Bounty

$500

A bounty of $500 for any open-source contributor who provides a MR that solves this issue

  

Bounty

$5000

A bounty of $5000 for any open-source contributor who provides a MR that solves this issue

  

Bounty

$750

A bounty of $750 for any open-source contributor who provides a MR that solves this issue

  

MoSCoW

Could have

Could have feature in order to satisfy the epic/legendary.

  

MoSCoW

Must have

Must have feature in order to satisfy the epic/legendary.

  

MoSCoW

Should have

Should have feature in order to satisfy the epic/legendary.

  

Needs Feedback

There are questions in the ticket that can not be completed until the project owner provides clarity.

  

Points

1

1 man-hours worth of work for an expert with no learning curve.

  

Points

13

13 man-hours worth of work for an expert with no learning curve.

  

Points

2

2 man-hours worth of work for an expert with no learning curve.

  

Points

21

21 man-hours worth of work for an expert with no learning curve.

  

Points

3

3 man-hours worth of work for an expert with no learning curve.

  

Points

34

34 man-hours worth of work for an expert with no learning curve.

  

Points

5

5 man-hours worth of work for an expert with no learning curve.

  

Points

55

55 man-hours worth of work for an expert with no learning curve.

  

Points

8

8 man-hours worth of work for an expert with no learning curve.

  

Points

88

88 man-hours worth of work for an expert with no learning curve.

  

Priority

Backlog

This ticket has backlogged priority and is not to be worked on yet

  

Priority

CI Blocker

Critical priority issue that blocks CI/CD pipeline and prevents PR merges

  

Priority

Critical

The priority is critical

  

Priority

High

The priority is high

  

Priority

Low

The priority is low

  

Priority

Medium

The priority is medium

  

Signed-off: Owner

When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  

Signed-off: Scrum Master

When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  

Signed-off: Tech Lead

When an epic or legendary is in review it must be signed off by owner, tech lead, and scrum master before being marked as completed.

  

Spike

A ticket for learning a tool or technology that is needed to be able to do future planning and design.

  

State

Completed

The ticket has been fully implemented, completed, and merged with the source code. This label should only be applied once a ticket is closed.

  

State

Duplicate

A ticket that represents the same content as an existing ticket.

  

State

In Progress

A ticket that is actively being developed.

  

State

In Review

A ticket that has had some code completed to implement but is waiting to pass peer review and is not yet merged in.

  

State

Paused

This ticket's work started but wasn't finished. It's on hold (likely in a feature branch) and will be resumed later, either due to a blocker or a delay.

  

State

Unverified

All new tickets start in this state. A developer may set it to show the ticket is unverified. This means we haven't agreed to work on it. It will either move to a verified state or be closed as wontdo.

  

State

Verified

The issue has been verified by a developer as legitimate. It will be worked on and verified tickets are now considered part of the backlog.

  

State

Wont Do

This ticket has been decided it wont be done. This may mean the bug has been determined to not be real (cant verify) or the feature is one we have decided we dont want to adopt.

  

Type

Automation

Any edits or discussion about the AI automated coding system.

  

Type

Bug

Something that doesnt work as intended.

  

Type

Discussion

Anytime a ticket represents a discussion about a subject and doesnt fall into one of the other categories.

  

Type

Documentation

An error or improvement needed in the documentation.

  

Type

Epic

Any first tier epic. That is, an epic which contains only issues as children and will not have sub-epics.

  

Type

Feature

Some new functionality not present.

  

Type

Legendary

A type of Epic which will contain other Epics.

  

Type

Refactor

A code change that restructures existing code without changing its external behavior.

  

Type

Support

Someone needs help using the project.

  

Type

Task

A generic task that doesnt fit into the other type categories.

  

Type

Testing

Work exclusively focusing on fixing or expanding testing.

No labels

auto/needs-reevaluation

controller-managed

auto/blocked-by-deps

auto/ci-timeout

auto/claimed-implementer

auto/claimed-merge

auto/claimed-reviewer

auto/driver-down

auto/invariant-violation

auto/last-attempt-tier-0

auto/last-attempt-tier-1

auto/last-attempt-tier-2

auto/last-attempt-tier-min

Automation Tracking

auto/needs-conflict-resolution

auto/needs-implementer

auto/postmortem

auto/ready-to-merge

auto/restart-throttled

auto/revert

auto/sentinel

auto/stale-inactivity

auto/unstable

Blocked

Bounty

$100

Bounty

$1000

Bounty

$10000

Bounty

$20

Bounty

$2000

Bounty

$250

Bounty

$50

Bounty

$500

Bounty

$5000

Bounty

$750

MoSCoW

Could have

MoSCoW

Must have

MoSCoW

Should have

Needs Feedback

Points

1

Points

13

Points

2

Points

21

Points

3

Points

34

Points

5

Points

55

Points

8

Points

88

Priority

Backlog

Priority

CI Blocker

Priority

Critical

Priority

High

Priority

Low

Priority

Medium

Signed-off: Owner

Signed-off: Scrum Master

Signed-off: Tech Lead

Spike

State

Completed

State

Duplicate

State

In Progress

State

In Review

State

Paused

State

Unverified

State

Verified

State

Wont Do

Type

Automation

Type

Bug

Type

Discussion

Type

Documentation

Type

Epic

Type

Feature

Type

Legendary

Type

Refactor

Type

Support

Type

Task

Type

Testing

Milestone

Clear milestone

No items

No milestone

v3.6.0

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Clear projects

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Depends on

#3366 feat(providers): implement dedicated Cohere provider class with LangChain integration

cleveragents/cleveragents-core

#3367 feat(providers): implement dedicated Groq provider class with LangChain integration

cleveragents/cleveragents-core

#3368 feat(providers): implement dedicated Together AI provider class with LangChain integration

cleveragents/cleveragents-core

#3369 feat(providers): implement Hugging Face provider class for local and hosted model inference

cleveragents/cleveragents-core

#3421 UAT: # type: ignore suppressions in providers/registry.py violate CONTRIBUTING.md code standards

cleveragents/cleveragents-core

#3422 UAT: agents diagnostics only checks 4 of 9 supported providers — Groq, Together AI, Cohere, Azure, Gemini missing

cleveragents/cleveragents-core

#3425 UAT: providers/llm/__init__.py is empty — dedicated provider classes not exported from subpackage

cleveragents/cleveragents-core

#3427 UAT: Dedicated OpenAIChatProvider and AnthropicChatProvider classes exist but are never used by the provider registry

cleveragents/cleveragents-core

#4087 UAT: Prohibited # type: ignore suppression comments found in providers/registry.py — 11 violations in provider factory methods

cleveragents/cleveragents-core

#4108 UAT: AIProviderInterface implementation does not match spec — spec defines provider_name, capabilities, create_chat_model, create_embedding_model but implementation has name, model_id, generate_changes, stream_changes

cleveragents/cleveragents-core

#4111 UAT: Budget environment variable names in Settings don't match spec — CLEVERAGENTS_BUDGET_PER_PLAN should be CLEVERAGENTS_PLAN_BUDGET, CLEVERAGENTS_BUDGET_WARNING_THRESHOLD should be CLEVERAGENTS_PLAN_BUDGET_WARN

cleveragents/cleveragents-core

#4115 UAT: ProviderRegistry.switch_model() is missing — spec maps session/set_model operation to this method but it does not exist

cleveragents/cleveragents-core

#4118 UAT: ProviderRegistry.create_llm('mock') always raises ValueError: Unsupported provider type: mock — mock LLM creation is broken despite MOCK being a registered ProviderType

cleveragents/cleveragents-core

#4121 UAT: application/container.py imports MockAIProvider from features/mocks/ test directory — production code depends on test infrastructure

cleveragents/cleveragents-core

#4132 UAT: CostTracker and FallbackSelector are dead code — never wired into provider execution path, budget enforcement is completely non-functional

cleveragents/cleveragents-core

Reference

cleveragents/cleveragents-core#3365

No description provided.