fix: bedrock chat converter reasoning messages closes #3688 - #3690
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📝 WalkthroughSummary by CodeRabbit
WalkthroughReorders Bedrock content block assembly so assistant reasoning details are emitted before text/image content and tool calls, and adds a test ensuring reasoning blocks appear first and tool-use blocks appear later. ChangesReasoning-First Content Block Ordering
Estimated code review effort🎯 3 (Moderate) | ⏱️ ~20 minutes Possibly related PRs
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Confidence Score: 5/5The change is a targeted reordering of three content-block append operations within a single function, with no new logic introduced and a focused test covering the fixed scenario. The fix is minimal and correct — it moves the reasoning-block loop before the existing text/image and tool-call loops without altering any conversion logic. The added test directly exercises the previously broken code path, and all other paths (no reasoning, no tool calls, non-assistant roles) are unaffected. No files require special attention. Important Files Changed
Reviews (2): Last reviewed commit: "fix: bedrock chat converter reasoning me..." | Re-trigger Greptile |
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🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@core/providers/bedrock/bedrock_test.go`:
- Around line 3980-3988: The current test only checks a tool_use exists after
the first block slice, but we must ensure the first tool_use appears after all
text/image blocks; compute the index of the first tool_use in
assistantMsg.Content and the maximum index of any content block that is a text
or image (e.g., where block.Text != nil or block.Image != nil), then assert that
firstToolUseIndex > maxTextImageIndex; update the test around
assistantMsg.Content and foundToolUse to use these index comparisons so the
assertion enforces "reasoning/text/image blocks before any tool_use".
🪄 Autofix (Beta)
Fix all unresolved CodeRabbit comments on this PR:
- Push a commit to this branch (recommended)
- Create a new PR with the fixes
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📒 Files selected for processing (2)
core/providers/bedrock/bedrock_test.gocore/providers/bedrock/utils.go
The merge-base changed after approval.
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I think changelogs are not relevant @TejasGhatte |
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♻️ Duplicate comments (1)
core/providers/bedrock/bedrock_test.go (1)
3980-3988:⚠️ Potential issue | 🟡 Minor | ⚡ Quick winStrengthen ordering assertion: enforce tool-use comes after all non-tool blocks.
Line 3980 currently only proves
tool_useappears after reasoning. It still passes forreasoning -> tool_use -> text, which breaks the “tool calls last” contract.Suggested test tightening
- // tool_use must appear after reasoning - var foundToolUse bool - for _, block := range assistantMsg.Content[1:] { - if block.ToolUse != nil { - foundToolUse = true - break - } - } - assert.True(t, foundToolUse, "tool_use block must appear after reasoning block") + // tool_use must appear after all non-tool blocks (reasoning/text/image/document) + firstToolUseIdx := -1 + lastNonToolIdx := -1 + for i, block := range assistantMsg.Content { + if block.ToolUse != nil && firstToolUseIdx == -1 { + firstToolUseIdx = i + } + if block.ReasoningContent != nil || block.Text != nil || block.Image != nil || block.Document != nil { + lastNonToolIdx = i + } + } + require.NotEqual(t, -1, firstToolUseIdx, "expected at least one tool_use block") + assert.Greater(t, firstToolUseIdx, lastNonToolIdx, "tool_use blocks must come after reasoning/text/image/document blocks")🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@core/providers/bedrock/bedrock_test.go` around lines 3980 - 3988, The test currently only checks that some block with ToolUse appears after the first content block; update the assertion to ensure all tool-use blocks come after every non-tool block: scan assistantMsg.Content to find the index of the first ToolUse block (or the smallest index where block.ToolUse != nil) and the index of the last non-tool block (largest index where block.ToolUse == nil), then assert firstToolIndex > lastNonToolIndex; reference assistantMsg.Content, block.ToolUse and the foundToolUse logic (replace or extend the foundToolUse loop) so the test fails if any non-tool block appears after a tool-use block.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Duplicate comments:
In `@core/providers/bedrock/bedrock_test.go`:
- Around line 3980-3988: The test currently only checks that some block with
ToolUse appears after the first content block; update the assertion to ensure
all tool-use blocks come after every non-tool block: scan assistantMsg.Content
to find the index of the first ToolUse block (or the smallest index where
block.ToolUse != nil) and the index of the last non-tool block (largest index
where block.ToolUse == nil), then assert firstToolIndex > lastNonToolIndex;
reference assistantMsg.Content, block.ToolUse and the foundToolUse logic
(replace or extend the foundToolUse loop) so the test fails if any non-tool
block appears after a tool-use block.
ℹ️ Review info
⚙️ Run configuration
Configuration used: Organization UI
Review profile: CHILL
Plan: Pro
Run ID: b162b20d-b5bb-49c9-8f72-299c35a548e6
📒 Files selected for processing (2)
core/providers/bedrock/bedrock_test.gocore/providers/bedrock/utils.go
Merge activity
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## Summary When constructing Bedrock messages for assistant turns that include reasoning details alongside tool calls, the reasoning content blocks were being appended after text and tool-use blocks. Bedrock requires reasoning blocks to appear first in the content array, so this ordering caused malformed requests during multi-turn conversations involving extended thinking and tool use. ## Changes - Reordered content block assembly in `convertMessage` so that reasoning blocks are always prepended before text/image content and tool-use blocks. - Added a test case `AssistantMessage_WithReasoningAndToolCalls_ReasoningComesFirst` that verifies the first content block is a reasoning block and that tool-use blocks follow it. ## Type of change - [x] Bug fix - [ ] Feature - [ ] Refactor - [ ] Documentation - [ ] Chore/CI ## Affected areas - [ ] Core (Go) - [ ] Transports (HTTP) - [x] Providers/Integrations - [ ] Plugins - [ ] UI (React) - [ ] Docs ## How to test ```sh go test ./core/providers/bedrock/... -run TestMultiTurnReasoningContentPassthrough ``` The new subtest `AssistantMessage_WithReasoningAndToolCalls_ReasoningComesFirst` should pass, confirming that the reasoning block is the first element in the assembled content array and that a tool-use block appears after it. ## Breaking changes - [ ] Yes - [x] No ## Related issues ## Security considerations No security implications. ## Checklist - [ ] I read `docs/contributing/README.md` and followed the guidelines - [x] I added/updated tests where appropriate - [ ] I updated documentation where needed - [x] I verified builds succeed (Go and UI) - [ ] I verified the CI pipeline passes locally if applicable
## ✨ Features
- **Azure v1 API Migration** — Migrated Azure provider to the v1 API:
removed the `api-version` query parameter and the
`/openai/deployments/{model}/...` URL pattern in favor of
`/openai/v1/{operation}`; the `api_version` field has been dropped from
`AzureKeyConfig` (#3661, #3756)
- **EnvVar Support for OTEL & Prometheus Configs** — `CollectorURL`,
`MetricsEndpoint`, headers, push gateway URL, and basic auth credentials
can now be sourced from environment variables (e.g.,
`env.OTEL_COLLECTOR_URL`); added a new `ConfigMarshallerPlugin`
interface that lets plugins control storage/redaction round-trips
(#3651)
- **OTel Extra Header Forwarding** — `x-bf-eh-*` extra headers forwarded
to upstream providers are now also emitted on the request span under
`gen_ai.request.extra_header.*` for end-to-end tracing (#3730)
- **OTel Semantic Conventions** — Aligned OTel attribute keys with the
OpenTelemetry GenAI spec (canonical `gen_ai.*` and new `bifrost.*`
attributes); legacy attributes are retained in parallel to avoid
breaking existing dashboards (#3732)
- **VK Quota with Provider Configs** — `GetVirtualKeyQuotaByValue` and
the `getVirtualKeyQuota` HTTP response now include `provider_configs`
with their budgets and rate limits (#3721)
- **MCP Temp Token Non-Auth Toggle** — Added
`mcp_enable_temp_token_auth` client config flag to gate short-lived MCP
token minting for non-authenticated users (#3720)
- **Responses Stream in JSON Parser** — `jsonparser` plugin now handles
OpenAI Responses API streaming (`ResponsesStreamRequest`) in addition to
chat completions (#3749)
- **Session API Rework** — Logout now calls both the password-based
session logout and OAuth logout endpoints and resets all RTK Query cache
state (#3698)
## 🐞 Fixed
- **Streaming Latency for Observability** — Deferred root span
termination to the trace completer callback for streaming requests so
request latency is no longer inflated by header-flush time (#3762)
- **Stream Cancellation Race** — Set `BifrostContextKeyConnectionClosed`
before closing the stream and short-circuit `idleTimeoutReader.Read`
when the connection is already closed to avoid panics and hangs on
cancellation (#3733)
- **Bedrock Cache Points** — Strip cache points from Bedrock requests
for models that do not support prompt caching (e.g., GLM, Llama) to
avoid Converse API errors (#3754)
- **Bedrock Empty Text Blocks** — Skip empty/nil text blocks during
Bedrock response conversion to avoid invalid messages (#3747)
- **Bedrock Reasoning + Tools** — Preserve reasoning content blocks on
assistant turns that also contain tool calls in the Bedrock chat
converter (#3690)
- **Bedrock Search Content & Video** — Restored search content and video
parts that were being dropped from Bedrock-native passthrough requests
(#3729)
- **Structured Output Stop Reason** — Fixed an incorrect `tool_calls`
finish reason when structured output is combined with extended-thinking
tools (#3685)
- **Gemini Tool Schema Passthrough** — Forward full tool parameter
schemas via `parametersJsonSchema` instead of the lossy `parameters`
form; corrected tool response role to `user`; resolved structured output
+ tools conflict (#3761)
- **Anthropic Stop Reason & Tool Versions** — Normalized stop reason
mapping (`end_turn` to `stop`, `tool_use` to `tool_calls`, `max_tokens`
to `length`) and upgraded `text_editor_20250124`/`str_replace_editor` to
`text_editor_20250728` for computer-use tools (#3761)
- **Azure Endpoint Redaction** — Fixed a panic when
`AzureKeyConfig.Endpoint` is a literal value rather than an env
reference (#3761)
- **Auth Middleware Path Match** — Match temp-token auth middleware
whitelist against the request path only, not the full URI with query
parameters (#3737)
- **Governance Blocked Models UI** — Restored the missing Blocked Models
create/edit UI in the VK provider config sheet (#3750)
- **Logging Plugin Cleanup Drain** — Fixed a shutdown race where
`batchWriter` could drop in-flight log entries; `Cleanup` now drains
both the recovered batch and remaining queue within a 30-second budget
(#3717)
- **Model Rankings Empty Entries** — Excluded entries with empty `model`
values from model rankings matview queries so blank rows no longer
surface in the UI (#3758)
- **User Filter Duplicates** — Recreated `mv_filter_users` matview to
require non-empty `user_name`, eliminating duplicate filter dropdown
entries (#3764)
- **User Filter Display Name** — Use `user_name` instead of `user_id` as
the display label for users in logging filters (#3691)
- **Large Numeric ID Precision** — Preserve large numeric IDs in URL
search params by skipping JSON parsing for plain strings (#3692)
## 🔧 Refactors & Chores
- **Error Propagation for GetAvailable\* APIs** — `GetAvailable*`
methods on `LoggerPlugin`/`LogManager` now return wrapped errors instead
of silently logging and returning empty slices (#3759)
- **Governance Blocklist Matching** — Use `slices.Contains` for VK
blocked-model matching for clearer code with identical semantics (#3727)
- **Exported `ResolvePeriod`** — Renamed `resolvePeriod` to
`ResolvePeriod` so external packages can reuse the period parsing
(#3763)
## 📚 Docs
- **OTEL Env Var Documentation** — Documented `env.VAR_NAME` support for
`collector_url`, `metrics_endpoint`, and headers in OTEL/Prometheus
plugin docs
- **OTEL OSS Features & Examples** — Added OTEL documentation to the OSS
features list with usage examples (#3731)
- **Anthropic Auth Recommendation** — Recommend `ANTHROPIC_AUTH_TOKEN`
over `ANTHROPIC_CUSTOM_HEADERS` for Claude Code authentication (#3686)
## Summary
This PR releases Bifrost OSS `v1.5.5` and Enterprise `v1.4.4`, bumping all module pins from `v1.5.12`/`v1.3.12` to `v1.5.13`/`v1.3.13` across core, framework, and all plugins. It also hardens the Docker manifest shell scripts, expands CI egress allowlists, and updates documentation to reflect the new SCIM-based user provisioning feature.
## Changes
- **Module version bumps**: All `go.mod`/`go.sum` files updated from `core v1.5.12` → `v1.5.13`, `framework v1.3.12` → `v1.3.13`, and all plugin versions incremented accordingly (`compat`, `governance`, `jsonparser`, `logging`, `maxim`, `mocker`, `otel`, `prompts`, `semanticcache`, `telemetry`).
- **Docker manifest scripts**: Added `#!/usr/bin/env bash` shebang and `set -euo pipefail` to `create-docker-manifest.sh` and `create-docker-manifest-ubi9.sh`; quoted all variable expansions and switched `jq -r` to `jq -er` to fail on null digests.
- **CI egress allowlist**: Added `production.cloudfront.docker.com:443` to Docker-related job allowlists, and added `_https._tcp.dl.google.com:443` and `motd.ubuntu.com:443` to the Ubuntu package job allowlist.
- **Changelog files**: Cleared per-module `changelog.md` files (content moved into the new versioned docs). Added `docs/changelogs/v1.5.5.mdx` and `docs/changelogs/ent-v1.4.4.mdx` with full release notes, and registered both in `docs/docs.json`.
- **Documentation**: Replaced the SSO Integration link with a User Provisioning (SCIM) link in both `README.md` and `transports/README.md`.
- **Enterprise v1.4.4 highlights** (documented): Kafka and Google Cloud Pub/Sub observability sinks, chunked streaming with a 100 MB inter-node message ceiling, BigQuery custom labels via env vars using the new `ConfigMarshallerPlugin` interface, temporary access token expiry extensions, and a multi-node cluster integration harness.
- **OSS v1.5.5 highlights** (documented): Azure v1 API migration, env-var support for OTel/Prometheus configs, OTel extra-header forwarding and semantic-convention alignment, virtual key quota including provider configs, Responses API streaming in `jsonparser`, and a batch of Bedrock, Gemini, Anthropic, Azure, and logging plugin fixes.
## Type of change
- [ ] Bug fix
- [x] Feature
- [ ] Refactor
- [x] Documentation
- [x] Chore/CI
## Affected areas
- [x] Core (Go)
- [x] Transports (HTTP)
- [x] Providers/Integrations
- [x] Plugins
- [ ] UI (React)
- [x] Docs
## How to test
```sh
# Core/Transports
go version
go test ./...
# Verify Docker manifest scripts exit on error
bash -n .github/workflows/scripts/create-docker-manifest.sh
bash -n .github/workflows/scripts/create-docker-manifest-ubi9.sh
```
Validate that the new changelog pages (`changelogs/v1.5.5` and `changelogs/ent-v1.4.4`) render correctly in the docs site.
## Screenshots/Recordings
N/A
## Breaking changes
- [x] Yes
- [ ] No
The Azure provider no longer accepts `api_version` in `AzureKeyConfig` and has migrated to the `/openai/v1/{operation}` URL pattern. See the [v1.4.0 Migration Guide](https://docs.getbifrost.ai/enterprise/migration-guides/v1.4.0) for full details.
## Related issues
#3661, #3756, #3651, #3730, #3732, #3754, #3747, #3690, #3729, #3685, #3733, #3761, #3735, #3721, #3720, #3749, #3698, #3762, #3750, #3727, #3717, #3759, #3758, #3764, #3691, #3692, #3737, #3763
## Security considerations
- The `ConfigMarshallerPlugin` interface redacts secrets (OTel collector URLs, Prometheus push gateway credentials, BigQuery labels) at config storage time and rehydrates them at load time, preventing plaintext secret persistence.
- Docker manifest scripts now use `set -euo pipefail`, preventing silent failures that could result in malformed or missing image manifests being pushed.
## Checklist
- [x] I read `docs/contributing/README.md` and followed the guidelines
- [x] I added/updated tests where appropriate
- [x] I updated documentation where needed
- [x] I verified builds succeed (Go and UI)
- [x] I verified the CI pipeline passes locally if applicable
…aximhq#3690) ## Summary When constructing Bedrock messages for assistant turns that include reasoning details alongside tool calls, the reasoning content blocks were being appended after text and tool-use blocks. Bedrock requires reasoning blocks to appear first in the content array, so this ordering caused malformed requests during multi-turn conversations involving extended thinking and tool use. ## Changes - Reordered content block assembly in `convertMessage` so that reasoning blocks are always prepended before text/image content and tool-use blocks. - Added a test case `AssistantMessage_WithReasoningAndToolCalls_ReasoningComesFirst` that verifies the first content block is a reasoning block and that tool-use blocks follow it. ## Type of change - [x] Bug fix - [ ] Feature - [ ] Refactor - [ ] Documentation - [ ] Chore/CI ## Affected areas - [ ] Core (Go) - [ ] Transports (HTTP) - [x] Providers/Integrations - [ ] Plugins - [ ] UI (React) - [ ] Docs ## How to test ```sh go test ./core/providers/bedrock/... -run TestMultiTurnReasoningContentPassthrough ``` The new subtest `AssistantMessage_WithReasoningAndToolCalls_ReasoningComesFirst` should pass, confirming that the reasoning block is the first element in the assembled content array and that a tool-use block appears after it. ## Breaking changes - [ ] Yes - [x] No ## Related issues ## Security considerations No security implications. ## Checklist - [ ] I read `docs/contributing/README.md` and followed the guidelines - [x] I added/updated tests where appropriate - [ ] I updated documentation where needed - [x] I verified builds succeed (Go and UI) - [ ] I verified the CI pipeline passes locally if applicable
## ✨ Features
- **Azure v1 API Migration** — Migrated Azure provider to the v1 API:
removed the `api-version` query parameter and the
`/openai/deployments/{model}/...` URL pattern in favor of
`/openai/v1/{operation}`; the `api_version` field has been dropped from
`AzureKeyConfig` (maximhq#3661, maximhq#3756)
- **EnvVar Support for OTEL & Prometheus Configs** — `CollectorURL`,
`MetricsEndpoint`, headers, push gateway URL, and basic auth credentials
can now be sourced from environment variables (e.g.,
`env.OTEL_COLLECTOR_URL`); added a new `ConfigMarshallerPlugin`
interface that lets plugins control storage/redaction round-trips
(maximhq#3651)
- **OTel Extra Header Forwarding** — `x-bf-eh-*` extra headers forwarded
to upstream providers are now also emitted on the request span under
`gen_ai.request.extra_header.*` for end-to-end tracing (maximhq#3730)
- **OTel Semantic Conventions** — Aligned OTel attribute keys with the
OpenTelemetry GenAI spec (canonical `gen_ai.*` and new `bifrost.*`
attributes); legacy attributes are retained in parallel to avoid
breaking existing dashboards (maximhq#3732)
- **VK Quota with Provider Configs** — `GetVirtualKeyQuotaByValue` and
the `getVirtualKeyQuota` HTTP response now include `provider_configs`
with their budgets and rate limits (maximhq#3721)
- **MCP Temp Token Non-Auth Toggle** — Added
`mcp_enable_temp_token_auth` client config flag to gate short-lived MCP
token minting for non-authenticated users (maximhq#3720)
- **Responses Stream in JSON Parser** — `jsonparser` plugin now handles
OpenAI Responses API streaming (`ResponsesStreamRequest`) in addition to
chat completions (maximhq#3749)
- **Session API Rework** — Logout now calls both the password-based
session logout and OAuth logout endpoints and resets all RTK Query cache
state (maximhq#3698)
## 🐞 Fixed
- **Streaming Latency for Observability** — Deferred root span
termination to the trace completer callback for streaming requests so
request latency is no longer inflated by header-flush time (maximhq#3762)
- **Stream Cancellation Race** — Set `BifrostContextKeyConnectionClosed`
before closing the stream and short-circuit `idleTimeoutReader.Read`
when the connection is already closed to avoid panics and hangs on
cancellation (maximhq#3733)
- **Bedrock Cache Points** — Strip cache points from Bedrock requests
for models that do not support prompt caching (e.g., GLM, Llama) to
avoid Converse API errors (maximhq#3754)
- **Bedrock Empty Text Blocks** — Skip empty/nil text blocks during
Bedrock response conversion to avoid invalid messages (maximhq#3747)
- **Bedrock Reasoning + Tools** — Preserve reasoning content blocks on
assistant turns that also contain tool calls in the Bedrock chat
converter (maximhq#3690)
- **Bedrock Search Content & Video** — Restored search content and video
parts that were being dropped from Bedrock-native passthrough requests
(maximhq#3729)
- **Structured Output Stop Reason** — Fixed an incorrect `tool_calls`
finish reason when structured output is combined with extended-thinking
tools (maximhq#3685)
- **Gemini Tool Schema Passthrough** — Forward full tool parameter
schemas via `parametersJsonSchema` instead of the lossy `parameters`
form; corrected tool response role to `user`; resolved structured output
+ tools conflict (maximhq#3761)
- **Anthropic Stop Reason & Tool Versions** — Normalized stop reason
mapping (`end_turn` to `stop`, `tool_use` to `tool_calls`, `max_tokens`
to `length`) and upgraded `text_editor_20250124`/`str_replace_editor` to
`text_editor_20250728` for computer-use tools (maximhq#3761)
- **Azure Endpoint Redaction** — Fixed a panic when
`AzureKeyConfig.Endpoint` is a literal value rather than an env
reference (maximhq#3761)
- **Auth Middleware Path Match** — Match temp-token auth middleware
whitelist against the request path only, not the full URI with query
parameters (maximhq#3737)
- **Governance Blocked Models UI** — Restored the missing Blocked Models
create/edit UI in the VK provider config sheet (maximhq#3750)
- **Logging Plugin Cleanup Drain** — Fixed a shutdown race where
`batchWriter` could drop in-flight log entries; `Cleanup` now drains
both the recovered batch and remaining queue within a 30-second budget
(maximhq#3717)
- **Model Rankings Empty Entries** — Excluded entries with empty `model`
values from model rankings matview queries so blank rows no longer
surface in the UI (maximhq#3758)
- **User Filter Duplicates** — Recreated `mv_filter_users` matview to
require non-empty `user_name`, eliminating duplicate filter dropdown
entries (maximhq#3764)
- **User Filter Display Name** — Use `user_name` instead of `user_id` as
the display label for users in logging filters (maximhq#3691)
- **Large Numeric ID Precision** — Preserve large numeric IDs in URL
search params by skipping JSON parsing for plain strings (maximhq#3692)
## 🔧 Refactors & Chores
- **Error Propagation for GetAvailable\* APIs** — `GetAvailable*`
methods on `LoggerPlugin`/`LogManager` now return wrapped errors instead
of silently logging and returning empty slices (maximhq#3759)
- **Governance Blocklist Matching** — Use `slices.Contains` for VK
blocked-model matching for clearer code with identical semantics (maximhq#3727)
- **Exported `ResolvePeriod`** — Renamed `resolvePeriod` to
`ResolvePeriod` so external packages can reuse the period parsing
(maximhq#3763)
## 📚 Docs
- **OTEL Env Var Documentation** — Documented `env.VAR_NAME` support for
`collector_url`, `metrics_endpoint`, and headers in OTEL/Prometheus
plugin docs
- **OTEL OSS Features & Examples** — Added OTEL documentation to the OSS
features list with usage examples (maximhq#3731)
- **Anthropic Auth Recommendation** — Recommend `ANTHROPIC_AUTH_TOKEN`
over `ANTHROPIC_CUSTOM_HEADERS` for Claude Code authentication (maximhq#3686)

Summary
When constructing Bedrock messages for assistant turns that include reasoning details alongside tool calls, the reasoning content blocks were being appended after text and tool-use blocks. Bedrock requires reasoning blocks to appear first in the content array, so this ordering caused malformed requests during multi-turn conversations involving extended thinking and tool use.
Changes
convertMessageso that reasoning blocks are always prepended before text/image content and tool-use blocks.AssistantMessage_WithReasoningAndToolCalls_ReasoningComesFirstthat verifies the first content block is a reasoning block and that tool-use blocks follow it.Type of change
Affected areas
How to test
go test ./core/providers/bedrock/... -run TestMultiTurnReasoningContentPassthroughThe new subtest
AssistantMessage_WithReasoningAndToolCalls_ReasoningComesFirstshould pass, confirming that the reasoning block is the first element in the assembled content array and that a tool-use block appears after it.Breaking changes
Related issues
Security considerations
No security implications.
Checklist
docs/contributing/README.mdand followed the guidelines