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Doug Reid e9182e5eb4 feat: Add Gemma3Ollama model integration and a sample 
This change introduces `Gemma3Ollama`, a new LLM model class for running Gemma 3 models locally via Ollama, leveraging LiteLLM. The function calling logic previously in the `Gemma` class has been refactored into a `GemmaFunctionCallingMixin` and is now used by both `Gemma` and `Gemma3Ollama`. A new sample application, `hello_world_gemma3_ollama`, is added to demonstrate using `Gemma3Ollama` with an agent. Unit tests for `Gemma3Ollama` are also included.

Merge: https://github.com/google/adk-python/pull/3120

Co-authored-by: George Weale <gweale@google.com>
PiperOrigin-RevId: 839996879
2025-12-03 18:27:07 -08:00
..
a2a_auth
chore: Fix spelling
2025-11-03 13:33:53 -08:00
a2a_basic
fix: Fix the path for agent card in A2A demo
2025-08-18 13:04:38 -07:00
a2a_human_in_loop
chore: Fix spelling
2025-11-03 13:33:53 -08:00
a2a_root
fix: Fix the path for agent card in A2A demo
2025-08-18 13:04:38 -07:00
adk_answering_agent
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
adk_documentation
docs: fix typos in some files
2025-11-07 11:32:32 -08:00
adk_issue_formatting_agent
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
adk_knowledge_agent
chore: Move adk knowledge agent out of adk agent builder folder
2025-10-06 09:57:21 -07:00
adk_pr_agent
chore: Fix spelling
2025-11-03 13:33:53 -08:00
adk_pr_triaging_agent
docs: fix typos in some files
2025-11-07 11:32:32 -08:00
adk_stale_agent
fix: Add editLimit parameter to GraphQL query
2025-12-03 00:16:14 -08:00
adk_triaging_agent
docs: Remove the duplicated label instructions for the ADK triaging agent
2025-12-03 16:55:35 -08:00
agent_engine_code_execution
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
api_registry_agent
feat: Create APIRegistryToolset to add tools from Cloud API registry to agent
2025-11-26 10:01:58 -08:00
application_integration_agent
chore: Fix spelling
2025-11-03 13:33:53 -08:00
artifact_save_text
fix: typo fix in sample agent instruction
2025-06-24 16:44:34 -07:00
authn-adk-all-in-one
docs: fix typos in some files
2025-11-07 11:32:32 -08:00
bigquery
chore: Fix spelling
2025-11-03 13:33:53 -08:00
bigtable
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
built_in_multi_tools
fix: Use the agent's model when creating Google search agent tool
2025-10-16 13:06:41 -07:00
cache_analysis
chore: Add log-level parameter to cache analysis experiments
2025-09-24 22:44:41 -07:00
callbacks
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
code_execution
chore: Fix spelling
2025-11-03 13:33:53 -08:00
computer_use
fix: fix paths for public docs
2025-11-20 12:26:43 -08:00
context_offloading_with_artifact
feat: Add artifact metadata support and a new sample for context offloading
2025-11-10 14:10:10 -08:00
core_basic_config
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
core_callback_config
chore: add the missing license header for core_callback_config init file
2025-08-18 17:29:09 -07:00
core_custom_agent_config
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
core_generate_content_config_config
chore(config): Add _config suffix to all yaml-based agent examples
2025-08-16 16:10:43 -07:00
crewai_tool_kwargs
fix: #3036 parameter filtering for CrewAI functions with **kwargs
2025-10-28 17:30:59 -07:00
custom_code_execution
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
fields_output_schema
chore: Fix spelling
2025-11-03 13:33:53 -08:00
fields_planner
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
generate_image
chore: Fixes generate_image sample
2025-08-11 11:15:06 -07:00
gepa
docs: fix typos in some files
2025-11-07 11:32:32 -08:00
gke_agent_sandbox
feat: Add GkeCodeExecutor for sandboxed code execution on GKE #non-breaking
2025-09-08 11:15:29 -07:00
google_api
chore: Fix spelling
2025-11-03 13:33:53 -08:00
google_search_agent
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
hello_world
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
hello_world_anthropic
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
hello_world_apigeellm
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
hello_world_app
fix: fix compaction logic
2025-10-07 21:16:07 -07:00
hello_world_gemma
feat(models): add support for gemma model via gemini api
2025-10-07 17:38:35 -07:00
hello_world_gemma3_ollama
feat: Add Gemma3Ollama model integration and a sample
2025-12-03 18:27:07 -08:00
hello_world_litellm
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
hello_world_litellm_add_function_to_prompt
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
hello_world_ma
chore: update models in samples/ folder to be gemini 2.0+
2025-08-14 21:36:23 -07:00
hello_world_ollama
chore: Fix spelling
2025-11-03 13:33:53 -08:00
hello_world_stream_fc_args
feat: Support streaming function call arguments in progressive SSE streaming feature
2025-11-26 10:15:31 -08:00
history_management
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
human_in_loop
chore: update models in samples/ folder to be gemini 2.0+
2025-08-14 21:36:23 -07:00
human_tool_confirmation
chore: Update human_tool_confirmation agent to use resumability feature
2025-10-08 11:35:13 -07:00
integration_connector_euc_agent
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
jira_agent
chore: Fix spelling
2025-11-03 13:33:53 -08:00
json_passing_agent
feat: Add example demonstrating JSON passing between agents
2025-10-29 20:29:45 -07:00
langchain_structured_tool_agent
fix: Fix the broken langchain importing caused their 1.0.0 release
2025-10-21 14:30:34 -07:00
langchain_youtube_search_agent
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
litellm_inline_tool_call
feat: Add support for parsing inline JSON tool calls in LiteLLM responses
2025-11-13 10:18:27 -08:00
litellm_structured_output
fix: Add support for structured output schemas in LiteLLM models
2025-11-06 11:29:10 -08:00
litellm_with_fallback_models
chore: Add model tracking to LiteLlm and introduce a LiteLLM with fallbacks demo
2025-11-04 10:10:09 -08:00
live_agent_api_server_example
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
live_bidi_debug_utils
fix: Deprecate save_live_audio in favor of save_live_blob and fix audio event saving
2025-11-12 13:16:13 -08:00
live_bidi_streaming_multi_agent
chore: Fix spelling
2025-11-03 13:33:53 -08:00
live_bidi_streaming_single_agent
fix: Flush pending transcriptions on turn/generation complete or interrupt for Gemini API
2025-12-01 18:09:29 -08:00
live_bidi_streaming_tools_agent
feat: Implement Live Session Resumption
2025-08-05 11:50:54 -07:00
live_tool_callbacks_agent
feat: Implement Live Session Resumption
2025-08-05 11:50:54 -07:00
logprobs
chore: Add example agent to get log probabilitis
2025-09-16 21:23:21 -07:00
mcp_dynamic_header_agent
feat: Support dynamic per-request headers in MCPToolset
2025-10-16 15:12:43 -07:00
mcp_in_agent_tool_remote
fix(tools): Add proper cleanup for AgentTool to prevent MCP session errors
2025-11-05 15:23:39 -08:00
mcp_in_agent_tool_stdio
fix(tools): Add proper cleanup for AgentTool to prevent MCP session errors
2025-11-05 15:23:39 -08:00
mcp_postgres_agent
chore: Adds a new sample agent that demonstrates how to integrate PostgreSQL databases using the Model Context Protocol (MCP)
2025-10-22 21:44:25 -07:00
mcp_server_side_sampling
feat: Add example for using ADK with Fast MCP sampling
2025-10-30 09:39:36 -07:00
mcp_service_account_agent
fix: Fix credential manager so that it supports the ServiceAccountCredentialExchanger
2025-10-31 14:55:06 -07:00
mcp_sse_agent
feat: Support MCP prompts
2025-11-04 15:48:21 -08:00
mcp_stdio_notion_agent
chore: Fix spelling
2025-11-03 13:33:53 -08:00
mcp_stdio_server_agent
feat: support to customize timeout for mcpstdio connections
2025-06-05 15:27:23 -07:00
mcp_streamablehttp_agent
chore: Update streamable http mcp example agent
2025-06-16 16:22:09 -07:00
memory
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
migrate_session_db
chore: Drop Python 3.9 support, set minimum to Python 3.10
2025-12-03 09:56:22 -08:00
multi_agent_basic_config
chore(config): Add _config suffix to all yaml-based agent examples
2025-08-16 16:10:43 -07:00
multi_agent_llm_config
docs: Update root_agent description for clarity
2025-09-08 13:01:47 -07:00
multi_agent_loop_config
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
multi_agent_seq_config
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
multimodal_tool_results
feat: add plugin for returning GenAI Parts from tools into the model request
2025-11-09 11:47:08 -08:00
non_llm_sequential
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
oauth2_client_credentials
chore: Add sample agent for testing oatuh2 client credentials grant type
2025-10-06 13:34:09 -07:00
oauth_calendar_agent
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
output_schema_with_tools
docs: Add sample agent to test support of output_schema, tools and subagents at the same time for gemini model
2025-10-30 06:35:09 -07:00
parallel_functions
chore: Add sample agent for testing parallel functions execution
2025-08-02 14:53:03 -07:00
plugin_basic
feat: Add a sample for how to use plugins
2025-07-13 10:47:11 -07:00
plugin_reflect_tool_retry
chore: Update agent instructions and retry limit in plugin_reflect_tool_retry sample
2025-11-11 10:52:44 -08:00
pydantic_argument
chore: Add a sample agent to test pydantic models as function tool argument
2025-10-02 13:43:10 -07:00
quickstart
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
rag_agent
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
rewind_session
chore: Add demo for rewind
2025-11-18 10:26:15 -08:00
runner_debug_example
feat: add run_debug() helper method for quick agent experimentation
2025-10-31 13:28:02 -07:00
session_state_agent
chore: Fix spelling
2025-11-03 13:33:53 -08:00
simple_sequential_agent
ADK changes
2025-06-03 18:20:10 -07:00
spanner
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
spanner_rag_agent
feat: add Spanner vector_store_similarity_search tool
2025-12-02 11:18:57 -08:00
static_instruction
chore: Add sample agent to test static instruction
2025-09-23 15:35:31 -07:00
static_non_text_content
chore: Replace github HTTP URIs with GCS HTTP URIs in static non-text content sample agent
2025-09-25 10:38:04 -07:00
sub_agents_config
chore(config): Add _config suffix to all yaml-based agent examples
2025-08-16 16:10:43 -07:00
telemetry
chore: Drop Python 3.9 support, set minimum to Python 3.10
2025-12-03 09:56:22 -08:00
token_usage
chore: Replace imports by importing from actual module instead of from package (__init__.py)
2025-07-23 10:49:43 -07:00
tool_agent_tool_config
chore(config): Add _config suffix to all yaml-based agent examples
2025-08-16 16:10:43 -07:00
tool_builtin_config
chore(config): Add _config suffix to all yaml-based agent examples
2025-08-16 16:10:43 -07:00
tool_functions_config
chore(config): Add _config suffix to all yaml-based agent examples
2025-08-16 16:10:43 -07:00
tool_human_in_the_loop_config
docs: Clean up docs in sample
2025-08-22 11:36:58 -07:00
tool_mcp_stdio_notion_config
docs: Fixes root_agent.yaml in tool_mcp_stdio_notion_config for Agent Config sample and add README.md
2025-08-22 09:40:31 -07:00
toolbox_agent
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
vertex_code_execution
chore: Fix spelling in contributing
2025-11-05 15:43:25 -08:00
workflow_agent_seq
chore: update models in samples/ folder to be gemini 2.0+
2025-08-14 21:36:23 -07:00
workflow_triage
fix: fix the instruction in workflow_triage example agent
2025-09-30 09:37:54 -07:00
dummy_services.py
feat: Support registering custom services from local files
2025-11-11 21:59:19 -08:00
services.py
feat: Support registering custom services from local files
2025-11-11 21:59:19 -08:00
services.yaml
feat: Support registering custom services from local files
2025-11-11 21:59:19 -08:00