Agno agent, WIP

prompts/mcp_prompts.yml

@@ -65,4 +65,10 @@ prompts:
     Recommend which tools to use and the next steps to take. Imagine that you are handing over the task to another person who has access to the
     same tools and memory files as you do, but has not been part of the conversation so far. If you have discovered anything general about the project
     in the course of the conversation, consider writing a new memory file to store that information.
-  
+
+  system_prompt: |
+    You are a professional coding agent who is concerned with one particular codebase. You have tools to explore the codebase
+    iteratively, to edit files and to execute arbitrary commands. You heavily rely on these tools to solve the tasks give to you,
+    but you also operate in a frugal and intelligent manner, always
+    keeping in mind to not load content that is not needed for the task at hand. If you cannot find everything you need in the codebase
+    and generally when in doubt, you ask the user clarifying questions.

pyproject.toml

@@ -65,6 +65,9 @@ dev = [
   "sphinxcontrib-spelling>=8.0.0",
   "types-pyyaml>=6.0.12.20241230",
 ]
+agno = [
+    "agno>=1.2.6",
+]
 
 [project.urls]
 Homepage = "https://github.com/oraios/serena"

scripts/agno_agent.py

@@ -0,0 +1,13 @@
+from agno.agent import Agent
+from agno.models.google import Gemini
+from agno.tools.duckduckgo import DuckDuckGoTools
+
+agent = Agent(
+    model=Gemini(id="gemini-2.5-pro-exp-03-25"),
+    description="",
+    tools=[], # Add serena tools here
+    show_tool_calls=True,
+    markdown=True,
+    context=
+)
+agent.print_response("Tell me about a breaking news story from New York.", stream=True)

src/serena/llm/prompt_factory.py

@@ -40,4 +40,7 @@ class PromptFactory:
     def create_prepare_for_new_conversation(self) -> str:
         return self._format_prompt('prepare_for_new_conversation', locals())
 
+    def create_system_prompt(self) -> str:
+        return self._format_prompt('system_prompt', locals())
+
     

uv.lock

@@ -14,6 +14,29 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/8d/3f/95338030883d8c8b91223b4e21744b04d11b161a3ef117295d8241f50ab4/accessible_pygments-0.0.5-py3-none-any.whl", hash = "sha256:88ae3211e68a1d0b011504b2ffc1691feafce124b845bd072ab6f9f66f34d4b7", size = 1395903 },
 ]
 
+[[package]]
+name = "agno"
+version = "1.2.6"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "docstring-parser" },
+    { name = "gitpython" },
+    { name = "httpx" },
+    { name = "pydantic" },
+    { name = "pydantic-settings" },
+    { name = "python-dotenv" },
+    { name = "python-multipart" },
+    { name = "pyyaml" },
+    { name = "rich" },
+    { name = "tomli" },
+    { name = "typer" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/72/56/52971b8f6d17af618a3f88aaa55a06b388f1c2871db509efe6f792d1e662/agno-1.2.6.tar.gz", hash = "sha256:0e83cf44e2957823814b47a8321be23e7faba0ff144845e60eea585fb86fdf57", size = 441431 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4d/ca/c0bf8045f6ca7cf8e99fe2f60c1162eca7f056c6b447fad27e0fd81e88ec/agno-1.2.6-py3-none-any.whl", hash = "sha256:b008416f01f4a6b2ff106777586ccc0d93d50f114944140dd95e2ff8adf7802a", size = 586946 },
+]
+
 [[package]]
 name = "alabaster"
 version = "0.7.16"
@@ -449,6 +472,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/91/a1/cf2472db20f7ce4a6be1253a81cfdf85ad9c7885ffbed7047fb72c24cf87/distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87", size = 468973 },
 ]
 
+[[package]]
+name = "docstring-parser"
+version = "0.16"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/08/12/9c22a58c0b1e29271051222d8906257616da84135af9ed167c9e28f85cb3/docstring_parser-0.16.tar.gz", hash = "sha256:538beabd0af1e2db0146b6bd3caa526c35a34d61af9fd2887f3a8a27a739aa6e", size = 26565 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d5/7c/e9fcff7623954d86bdc17782036cbf715ecab1bec4847c008557affe1ca8/docstring_parser-0.16-py3-none-any.whl", hash = "sha256:bf0a1387354d3691d102edef7ec124f219ef639982d096e26e3b60aeffa90637", size = 36533 },
+]
+
 [[package]]
 name = "docutils"
 version = "0.20.1"
@@ -524,6 +556,30 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/cf/58/8acf1b3e91c58313ce5cb67df61001fc9dcd21be4fadb76c1a2d540e09ed/fqdn-1.5.1-py3-none-any.whl", hash = "sha256:3a179af3761e4df6eb2e026ff9e1a3033d3587bf980a0b1b2e1e5d08d7358014", size = 9121 },
 ]
 
+[[package]]
+name = "gitdb"
+version = "4.0.12"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "smmap" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/72/94/63b0fc47eb32792c7ba1fe1b694daec9a63620db1e313033d18140c2320a/gitdb-4.0.12.tar.gz", hash = "sha256:5ef71f855d191a3326fcfbc0d5da835f26b13fbcba60c32c21091c349ffdb571", size = 394684 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/a0/61/5c78b91c3143ed5c14207f463aecfc8f9dbb5092fb2869baf37c273b2705/gitdb-4.0.12-py3-none-any.whl", hash = "sha256:67073e15955400952c6565cc3e707c554a4eea2e428946f7a4c162fab9bd9bcf", size = 62794 },
+]
+
+[[package]]
+name = "gitpython"
+version = "3.1.44"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "gitdb" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c0/89/37df0b71473153574a5cdef8f242de422a0f5d26d7a9e231e6f169b4ad14/gitpython-3.1.44.tar.gz", hash = "sha256:c87e30b26253bf5418b01b0660f818967f3c503193838337fe5e573331249269", size = 214196 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/1d/9a/4114a9057db2f1462d5c8f8390ab7383925fe1ac012eaa42402ad65c2963/GitPython-3.1.44-py3-none-any.whl", hash = "sha256:9e0e10cda9bed1ee64bc9a6de50e7e38a9c9943241cd7f585f6df3ed28011110", size = 207599 },
+]
+
 [[package]]
 name = "greenlet"
 version = "3.1.1"
@@ -1780,6 +1836,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/08/20/0f2523b9e50a8052bc6a8b732dfc8568abbdc42010aef03a2d750bdab3b2/python_json_logger-3.3.0-py3-none-any.whl", hash = "sha256:dd980fae8cffb24c13caf6e158d3d61c0d6d22342f932cb6e9deedab3d35eec7", size = 15163 },
 ]
 
+[[package]]
+name = "python-multipart"
+version = "0.0.20"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/f3/87/f44d7c9f274c7ee665a29b885ec97089ec5dc034c7f3fafa03da9e39a09e/python_multipart-0.0.20.tar.gz", hash = "sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13", size = 37158 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/45/58/38b5afbc1a800eeea951b9285d3912613f2603bdf897a4ab0f4bd7f405fc/python_multipart-0.0.20-py3-none-any.whl", hash = "sha256:8a62d3a8335e06589fe01f2a3e178cdcc632f3fbe0d492ad9ee0ec35aab1f104", size = 24546 },
+]
+
 [[package]]
 name = "pywin32"
 version = "310"
@@ -2048,6 +2113,11 @@ dev = [
     { name = "types-pyyaml" },
 ]
 
+[package.dev-dependencies]
+agno = [
+    { name = "agno" },
+]
+
 [package.metadata]
 requires-dist = [
     { name = "black", extras = ["jupyter"], marker = "extra == 'dev'", specifier = ">=23.7.0" },
@@ -2088,6 +2158,9 @@ requires-dist = [
 ]
 provides-extras = ["dev"]
 
+[package.metadata.requires-dev]
+agno = [{ name = "agno", specifier = ">=1.2.6" }]
+
 [[package]]
 name = "setuptools"
 version = "78.0.1"
@@ -2115,6 +2188,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274", size = 11050 },
 ]
 
+[[package]]
+name = "smmap"
+version = "5.0.2"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/44/cd/a040c4b3119bbe532e5b0732286f805445375489fceaec1f48306068ee3b/smmap-5.0.2.tar.gz", hash = "sha256:26ea65a03958fa0c8a1c7e8c7a58fdc77221b8910f6be2131affade476898ad5", size = 22329 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/04/be/d09147ad1ec7934636ad912901c5fd7667e1c858e19d355237db0d0cd5e4/smmap-5.0.2-py3-none-any.whl", hash = "sha256:b30115f0def7d7531d22a0fb6502488d879e75b260a9db4d0819cfb25403af5e", size = 24303 },
+]
+
 [[package]]
 name = "sniffio"
 version = "1.3.1"