spring-projects/spring-ai

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An Application Framework for AI Engineering

Stars: 9.5k
Forks: 2.9k
Open beginner issues: 34
Indexed issues: 964
Avg merge: 1d 7h
Merged PRs (30d): 6

Dominant language: Java
License: Apache-2.0
Last GitHub push: Sep 19, 2026
Latest indexed: Sep 19, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: help wanted

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964 open issues indexed

Honor `MessagePart` order in `BedrockProxyChatModel` user messages Open

status: waiting-for-triage

Difficulty 3/5 1-2 days Newbie friendliness 78/100

spring-projects/spring-ai#7012 · Opened Sep 19, 2026
AssistantMessage mutation appends replacement content and retains cleared tool calls Open

status: waiting-for-triage

Difficulty 3/5 1-2 days Newbie friendliness 38/100

spring-projects/spring-ai#7010 · Opened Sep 19, 2026
Response fails mid-stream when using Azure OpenAI endpoint due to asynchronous content filter Open

status: waiting-for-triage

Difficulty 3/5 1-2 days Newbie friendliness 70/100

spring-projects/spring-ai#7007 · Opened Sep 17, 2026
`AnthropicChatModel` makes thinking blocks the primary generation Open

status: waiting-for-triage

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

spring-projects/spring-ai#7000 · Opened Sep 15, 2026
Bump mcp.sdk.version to 2.0.1+ — unregistered/unknown JSON-RPC methods return HTTP 500 on stateless transports Open

status: waiting-for-triage

Difficulty 1/5 Under an hour Newbie friendliness 90/100

spring-projects/spring-ai#6998 · Opened Sep 15, 2026
Streaming + tool calling: per-round Usage is lost on 2.0.1 (OpenAI and Anthropic) Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 64/100

spring-projects/spring-ai#6996 · Opened Sep 15, 2026
ToolResponse does not contains status about whether occur exception during execution. Open

status: waiting-for-triage

Difficulty 3/5 1-2 days Newbie friendliness 65/100

spring-projects/spring-ai#6994 · Opened Sep 15, 2026
Neo4jVectorStore: filtered similarity search bypasses the vector index — causes brute-force scan at scale Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 55/100

spring-projects/spring-ai#6990 · Opened Sep 14, 2026
Vulnerability fixing plan consultation Open

status: waiting-for-triage

Difficulty 5/5 Over a week Newbie friendliness 20/100

spring-projects/spring-ai#6985 · Opened Sep 14, 2026
DeepSeekChatModel silently drops UserMessage image media for vision-capable deepseek-flash Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 62/100

spring-projects/spring-ai#6978 · 1 comment · Opened Sep 13, 2026
Connection auto-configurations are not guarded by the model enablement properties and can fail application startup Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 48/100

spring-projects/spring-ai#6973 · Opened Sep 12, 2026
[FEATURE] Integrating Foundgine as a Semantic Execution Layer for AI Agents Open

status: waiting-for-triage

Difficulty 5/5 Over a week Newbie friendliness 25/100

spring-projects/spring-ai#6970 · Opened Sep 12, 2026
Groq GPT-OSS tool calling fails on subsequent request because reasoning_content is replayed by ToolCallingAdvisor Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 58/100

spring-projects/spring-ai#6968 · Opened Sep 11, 2026
Bedrock Converse: tool-call arguments serialized via Document.toString() produce invalid JSON, breaking tool execution when arguments contain newlines Open

status: waiting-for-triage

Difficulty 3/5 1-2 days Newbie friendliness 78/100

spring-projects/spring-ai#6962 · Opened Sep 11, 2026
MCP annotation scanner re-scans every uncached `FactoryBean` product on each `getBean` call, under the singleton lock Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 48/100

spring-projects/spring-ai#6961 · Opened Sep 11, 2026
No vuln-free 1.1.X release due to https://www.cve.org/CVERecord?id=CVE-2026-35568 Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 35/100

spring-projects/spring-ai#6960 · Opened Sep 11, 2026
MCP generateOutputSchema produces an unsatisfiable schema for optional/nullable fields (non-nullable type + required) Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 64/100

spring-projects/spring-ai#6950 · 2 comments · Opened Sep 9, 2026
[Bug - MCP server] @McpTool error messages are emitted twice when the thrown exception has no cause Open

status: waiting-for-triage

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

spring-projects/spring-ai#6948 · 1 comment · 1 reaction · Opened Sep 9, 2026
`ToolInputSchemaAugmenter` defaults `required` to false, unlike `JsonSchemaGenerator` Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 45/100

spring-projects/spring-ai#6944 · 1 comment · Opened Sep 9, 2026
spring.ai.openai.chat.reasoning-effort not documented Open

status: waiting-for-triage

Difficulty 1/5 Under an hour Newbie friendliness 90/100

spring-projects/spring-ai#6940 · 1 comment · Opened Sep 8, 2026
[Bedrock Converse] Place a `cachePoint` on the last tool result message during tool-calling rounds Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 68/100

spring-projects/spring-ai#6938 · 1 comment · Opened Sep 8, 2026
Spring AI 2 regression authentication to Azure Open AI with custom Credential Builder Open

status: waiting-for-triage

Difficulty 3/5 1-2 days Newbie friendliness 62/100

spring-projects/spring-ai#6935 · Opened Sep 7, 2026
MCP client eagerly connects during context refresh: one unavailable MCP server prevents application startup Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 55/100

spring-projects/spring-ai#6930 · 1 comment · 5 reactions · Opened Sep 7, 2026
ChunkMerger.chunkToChatCompletion throws OpenAIInvalidDataException when a streamed chunk omits `id` or `model` (only `created` is guarded) Open

status: waiting-for-triage

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

spring-projects/spring-ai#6928 · 1 comment · Opened Sep 7, 2026
RedisChatMemoryRepository auto-config backs off when any ChatMemory bean exists (ChatMemory.class in ConditionalOnMissingBean) Open

status: waiting-for-triage

Difficulty 2/5 1-3 hours Newbie friendliness 82/100

spring-projects/spring-ai#6926 · 2 comments · Opened Sep 7, 2026
Per-call `customHeaders` not propagated in `OpenAiAudioTranscriptionOptions`, `OpenAiAudioSpeechOptions` and `OpenAiModerationOptions` Open

status: waiting-for-triage

Difficulty 3/5 1-2 days Newbie friendliness 78/100

spring-projects/spring-ai#6922 · 1 comment · Opened Sep 6, 2026
No way to set per-request HTTP headers on `GoogleGenAiChatModel` Open

status: waiting-for-triage

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

spring-projects/spring-ai#6920 · 1 comment · Opened Sep 6, 2026
Feature Request: Using function tools with human in the loop approvals Open

status: waiting-for-triage

Difficulty 5/5 Over a week Newbie friendliness 35/100

spring-projects/spring-ai#6916 · 3 comments · Opened Sep 3, 2026
Since 2.0.1, OpenAI per-request timeout silently drops to 60s for any Prompt carrying options (DEFAULT_TIMEOUT overrides the configured client timeout) Open

status: waiting-for-triage

Difficulty 3/5 1-2 days Newbie friendliness 68/100

spring-projects/spring-ai#6915 · 4 comments · Opened Sep 3, 2026
`DefaultContentFormatter.Builder.from()` produces a builder that throws `UnsupportedOperationException` Open

status: waiting-for-triage

Difficulty 2/5 1-3 hours Newbie friendliness 85/100

spring-projects/spring-ai#6911 · Opened Sep 3, 2026
`Document.mutate()` shares the metadata map with the original document Open

status: waiting-for-triage

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

spring-projects/spring-ai#6910 · Opened Sep 3, 2026
`FilterExpressionTextParser` fails to parse expressions whose first key starts with the letters `where` Open

status: waiting-for-triage

Difficulty 2/5 1-3 hours Newbie friendliness 86/100

spring-projects/spring-ai#6909 · 1 comment · Opened Sep 3, 2026
ToolCallingAdvisor (stream mode): advisorContext modifications inside recursive tool‑loop are lost, only last‑round context retained Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 65/100

spring-projects/spring-ai#6903 · 1 comment · Opened Sep 3, 2026
Tool-call limit breach text is not JSON-safe: bypasses `ToolExecutionExceptionProcessor`, and `GoogleGenAiChatModel` rejects it Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 56/100

spring-projects/spring-ai#6902 · 1 comment · Opened Sep 3, 2026
Improper handling of error responses from providers like OpenRouter Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 52/100

spring-projects/spring-ai#6900 · 1 comment · Opened Sep 2, 2026
Feature Request: Expose advisor context to tool functions for read and write access during tool execution Open

status: waiting-for-triage

Difficulty 5/5 Over a week Newbie friendliness 42/100

spring-projects/spring-ai#6898 · 1 comment · Opened Sep 2, 2026
Vector Store Filter Open

bug

spring-projects/spring-ai#6891 · 1 assignee · Opened Sep 1, 2026
Uncontrolled recursion Open

bug

spring-projects/spring-ai#6889 · 1 assignee · Opened Sep 1, 2026
Metadata filtering Open

bug

spring-projects/spring-ai#6882 · 1 assignee · Opened Aug 31, 2026
Query Injection Open

bug

spring-projects/spring-ai#6881 · 2 comments · 1 assignee · Opened Aug 31, 2026
Support for Text to Speech Gemini models Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 52/100

spring-projects/spring-ai#6879 · 1 comment · Opened Aug 30, 2026
Cassandra chat memory schema initialisation fails on native protocol V4 Open

status: waiting-for-triage

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

spring-projects/spring-ai#6877 · Opened Aug 30, 2026
Regex recursion Open

bug

spring-projects/spring-ai#6874 · 2 comments · 1 assignee · Opened Aug 28, 2026
docs: PZERO OpenAI-compatible chat.base-url example Open

status: waiting-for-triage

Difficulty 1/5 1-3 hours Newbie friendliness 82/100

spring-projects/spring-ai#6873 · Opened Aug 28, 2026
Incomplete Escaping Open

bug

spring-projects/spring-ai#6872 · 1 assignee · Opened Aug 28, 2026
PDF can expand memory Open

bug

spring-projects/spring-ai#6868 · 1 assignee · Opened Aug 27, 2026
[BUG] WebMvcStreamableServerTransportProvider: session and socket leak when clients disconnect without DELETE Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 45/100

spring-projects/spring-ai#6860 · Opened Aug 26, 2026
MCP server transports serialize `McpError` instead of JSON-RPC error responses Open

status: waiting-for-triage

Difficulty 4/5 3-5 days Newbie friendliness 55/100

spring-projects/spring-ai#6855 · 1 comment · Opened Aug 25, 2026
Blocklist is incomplete Open

bug

spring-projects/spring-ai#6853 · 1 assignee · Opened Aug 25, 2026
Full prompt logged Open

bug

spring-projects/spring-ai#6852 · 1 assignee · Opened Aug 25, 2026

spring-projects/spring-ai

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