Nano Banana Pro
Agent skill for nano-banana-pro
The HTTP client and HTTP server connections enable an AEA to communicate with external servers, respectively clients, via HTTP.
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The HTTP client and HTTP server connections enable an AEA to communicate with external servers, respectively clients, via HTTP.
The HTTP client connection receives request envelops from an agent's skill, translates each into an HTTP request and sends it to a server external to the agent. If it receives an HTTP response from the server within a timeout window, it translates it into a response envelope, and sends this back to the relevant skill inside the agent.
The HTTP server connection allows you to run a server inside the connection itself which accepts requests from clients external to the agent. The HTTP server connection validates requests it receives against a provided OpenAPI file. It translates each valid request into an envelope and sends it to the skill specified in the
connections configuration. If it receives a valid response envelope from the skill within a timeout window, the connection translates the response envelope into an HTTP response and serves it to the client.
The
fetchai/simple_data_request:0.14.6 skill demonstrates a simple use case of the HTTP Client connection.
The
HttpRequestBehaviour in behaviours.py periodically sends HTTP envelops to the HTTP client connection. Its act() method, periodically called, simply calls _generate_http_request which contains the logic for enqueueing an HTTP request envelop.
The
HttpHandler in handler.py is a basic handler for dealing with HTTP response envelops received from the HTTP client connection. In the handle() method, the responses are dealt with by the private _handle_response method which essentially logs the response and adds the body of the response into the skill's shared state.
Create a new AEA:
aea create my_aea cd my_aea
Add the http server connection package:
aea add connection fetchai/http_server:0.23.6
Update the default connection:
aea config set agent.default_connection fetchai/http_server:0.23.6
Modify the
api_spec_path:
aea config set vendor.fetchai.connections.http_server.config.api_spec_path "../examples/http_ex/petstore.yaml"
Ensure the file exists under the specified path!
Create and add a private key:
aea generate-key fetchai aea add-key fetchai
Install the dependencies:
aea install
Write and add your skill:
aea scaffold skill http_echo
You can implement a simple http echo skill (modelled after the standard echo skill) which prints out the content of received messages and responds with success.
First, delete the
my_model.py and behaviour.py files (in my_aea/skills/http_echo/). The server will be purely reactive, so you only need the handlers.py file, and the dialogues.py to record the state of the dialogues. Update skill.yaml accordingly, so set models: {} and behaviours: {}.
Next implement a basic handler which prints the received envelopes and responds.
Then, replace the content of
handlers.py with the following code snippet, after having replaced the placeholder YOUR_USERNAME with the author username (i.e. the output of aea config get agent.author):
import json from typing import cast from aea.protocols.base import Message from aea.skills.base import Handler from packages.fetchai.protocols.default import DefaultMessage from packages.fetchai.protocols.http.message import HttpMessage from packages.YOUR_USERNAME.skills.http_echo.dialogues import ( DefaultDialogues, HttpDialogue, HttpDialogues, ) class HttpHandler(Handler): """This implements the echo handler.""" SUPPORTED_PROTOCOL = HttpMessage.protocol_id def setup(self) -> None: """Implement the setup.""" def handle(self, message: Message) -> None: """ Implement the reaction to an envelope. :param message: the message """ http_msg = cast(HttpMessage, message) # recover dialogue http_dialogues = cast(HttpDialogues, self.context.http_dialogues) http_dialogue = cast(HttpDialogue, http_dialogues.update(http_msg)) if http_dialogue is None: self._handle_unidentified_dialogue(http_msg) return # handle message if http_msg.performative == HttpMessage.Performative.REQUEST: self._handle_request(http_msg, http_dialogue) else: self._handle_invalid(http_msg, http_dialogue) def _handle_unidentified_dialogue(self, http_msg: HttpMessage) -> None: """ Handle an unidentified dialogue. :param http_msg: the message """ self.context.logger.info( "received invalid http message={}, unidentified dialogue.".format(http_msg) ) default_dialogues = cast(DefaultDialogues, self.context.default_dialogues) default_msg, _ = default_dialogues.create( counterparty=http_msg.sender, performative=DefaultMessage.Performative.ERROR, error_code=DefaultMessage.ErrorCode.INVALID_DIALOGUE, error_msg="Invalid dialogue.", error_data={"http_message": http_msg.encode()}, ) self.context.outbox.put_message(message=default_msg) def _handle_request( self, http_msg: HttpMessage, http_dialogue: HttpDialogue ) -> None: """ Handle a Http request. :param http_msg: the http message :param http_dialogue: the http dialogue """ self.context.logger.info( "received http request with method={}, url={} and body={!r}".format( http_msg.method, http_msg.url, http_msg.body, ) ) if http_msg.method == "get": self._handle_get(http_msg, http_dialogue) elif http_msg.method == "post": self._handle_post(http_msg, http_dialogue) def _handle_get(self, http_msg: HttpMessage, http_dialogue: HttpDialogue) -> None: """ Handle a Http request of verb GET. :param http_msg: the http message :param http_dialogue: the http dialogue """ http_response = http_dialogue.reply( performative=HttpMessage.Performative.RESPONSE, target_message=http_msg, version=http_msg.version, status_code=200, status_text="Success", headers=http_msg.headers, body=json.dumps({"tom": {"type": "cat", "age": 10}}).encode("utf-8"), ) self.context.logger.info("responding with: {}".format(http_response)) self.context.outbox.put_message(message=http_response) def _handle_post(self, http_msg: HttpMessage, http_dialogue: HttpDialogue) -> None: """ Handle a Http request of verb POST. :param http_msg: the http message :param http_dialogue: the http dialogue """ http_response = http_dialogue.reply( performative=HttpMessage.Performative.RESPONSE, target_message=http_msg, version=http_msg.version, status_code=200, status_text="Success", headers=http_msg.headers, body=http_msg.body, ) self.context.logger.info("responding with: {}".format(http_response)) self.context.outbox.put_message(message=http_response) def _handle_invalid( self, http_msg: HttpMessage, http_dialogue: HttpDialogue ) -> None: """ Handle an invalid http message. :param http_msg: the http message :param http_dialogue: the http dialogue """ self.context.logger.warning( "cannot handle http message of performative={} in dialogue={}.".format( http_msg.performative, http_dialogue ) ) def teardown(self) -> None: """Implement the handler teardown."""
Moreover, add a
dialogues.py file with the following code:
from typing import Any from aea.protocols.base import Address, Message from aea.protocols.dialogue.base import Dialogue as BaseDialogue from aea.skills.base import Model from packages.fetchai.protocols.default.dialogues import ( DefaultDialogue as BaseDefaultDialogue, ) from packages.fetchai.protocols.default.dialogues import ( DefaultDialogues as BaseDefaultDialogues, ) from packages.fetchai.protocols.http.dialogues import HttpDialogue as BaseHttpDialogue from packages.fetchai.protocols.http.dialogues import HttpDialogues as BaseHttpDialogues DefaultDialogue = BaseDefaultDialogue class DefaultDialogues(Model, BaseDefaultDialogues): """The dialogues class keeps track of all dialogues.""" def __init__(self, **kwargs: Any) -> None: """ Initialize dialogues. :param kwargs: keyword arguments """ Model.__init__(self, **kwargs) def role_from_first_message( # pylint: disable=unused-argument message: Message, receiver_address: Address ) -> BaseDialogue.Role: """Infer the role of the agent from an incoming/outgoing first message :param message: an incoming/outgoing first message :param receiver_address: the address of the receiving agent :return: The role of the agent """ return DefaultDialogue.Role.AGENT BaseDefaultDialogues.__init__( self, self_address=self.context.agent_address, role_from_first_message=role_from_first_message, ) HttpDialogue = BaseHttpDialogue class HttpDialogues(Model, BaseHttpDialogues): """The dialogues class keeps track of all dialogues.""" def __init__(self, **kwargs: Any) -> None: """ Initialize dialogues. :param kwargs: keyword arguments """ Model.__init__(self, **kwargs) def role_from_first_message( # pylint: disable=unused-argument message: Message, receiver_address: Address ) -> BaseDialogue.Role: """Infer the role of the agent from an incoming/outgoing first message :param message: an incoming/outgoing first message :param receiver_address: the address of the receiving agent :return: The role of the agent """ return BaseHttpDialogue.Role.SERVER BaseHttpDialogues.__init__( self, self_address=str(self.skill_id), role_from_first_message=role_from_first_message, )
Then, update the
skill.yaml accordingly:
handlers: http_handler: args: {} class_name: HttpHandler models: default_dialogues: args: {} class_name: DefaultDialogues http_dialogues: args: {} class_name: HttpDialogues
Run the fingerprinter (note, you will have to replace the author name with your author handle):
aea fingerprint skill fetchai/http_echo:0.21.6
Moreover, we need to tell to the
http_server connection to what skill
the HTTP requests should be forwarded.
In our case, this is the http_echo that you have just scaffolded.
Its public id will be <your-author-name>/http_echo:0.1.0.
aea config set vendor.fetchai.connections.http_server.config.target_skill_id "$(aea config get agent.author)/http_echo:0.1.0"
You can now run the AEA:
aea run
In a separate terminal, you can create a client and communicate with the server:
import requests response = requests.get('http://127.0.0.1:8000') response.status_code # >>> 404 # we receive a not found since the path is not available in the api spec response = requests.get('http://127.0.0.1:8000/pets') response.status_code # >>> 200 response.content # >>> b'{"tom": {"type": "cat", "age": 10}}' response = requests.post('http://127.0.0.1:8000/pets') response.status_code # >>> 200 response.content # >>> b''