Integrate Mem0

This commit is contained in:
Dev-Khant
2024-08-17 12:21:16 +05:30
parent ddda8f6bda
commit 2607ac3a1f
17 changed files with 499 additions and 26 deletions

View File

@@ -0,0 +1,270 @@
interactions:
- request:
body: ''
headers:
accept:
- '*/*'
accept-encoding:
- gzip, deflate
connection:
- keep-alive
host:
- api.mem0.ai
user-agent:
- python-httpx/0.27.0
method: GET
uri: https://api.mem0.ai/v1/memories/?user_id=test
response:
body:
string: '[]'
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8b477138bad847b9-BOM
Connection:
- keep-alive
Content-Length:
- '2'
Content-Type:
- application/json
Date:
- Sat, 17 Aug 2024 06:00:11 GMT
NEL:
- '{"success_fraction":0,"report_to":"cf-nel","max_age":604800}'
Report-To:
- '{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v4?s=uuyH2foMJVDpV%2FH52g1q%2FnvXKe3dBKVzvsK0mqmSNezkiszNR9OgrEJfVqmkX%2FlPFRP2sH4zrOuzGo6k%2FjzsjYJczqSWJUZHN2pPujiwnr1E9W%2BdLGKmG6%2FqPrGYAy2SBRWkkJVWsTO3OQ%3D%3D"}],"group":"cf-nel","max_age":604800}'
Server:
- cloudflare
allow:
- GET, POST, DELETE, OPTIONS
alt-svc:
- h3=":443"; ma=86400
cross-origin-opener-policy:
- same-origin
referrer-policy:
- same-origin
vary:
- Accept, origin, Cookie
x-content-type-options:
- nosniff
x-frame-options:
- DENY
status:
code: 200
message: OK
- request:
body: '{"batch": [{"properties": {"python_version": "3.12.4 (v3.12.4:8e8a4baf65,
Jun 6 2024, 17:33:18) [Clang 13.0.0 (clang-1300.0.29.30)]", "os": "darwin",
"os_version": "Darwin Kernel Version 23.4.0: Wed Feb 21 21:44:54 PST 2024; root:xnu-10063.101.15~2/RELEASE_ARM64_T6030",
"os_release": "23.4.0", "processor": "arm", "machine": "arm64", "function":
"mem0.client.main.MemoryClient", "$lib": "posthog-python", "$lib_version": "3.5.0",
"$geoip_disable": true}, "timestamp": "2024-08-17T06:00:11.526640+00:00", "context":
{}, "distinct_id": "fd411bd3-99a2-42d6-acd7-9fca8ad09580", "event": "client.init"}],
"historical_migration": false, "sentAt": "2024-08-17T06:00:11.701621+00:00",
"api_key": "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX"}'
headers:
Accept:
- '*/*'
Accept-Encoding:
- gzip, deflate
Connection:
- keep-alive
Content-Length:
- '740'
Content-Type:
- application/json
User-Agent:
- posthog-python/3.5.0
method: POST
uri: https://us.i.posthog.com/batch/
response:
body:
string: '{"status":"Ok"}'
headers:
Connection:
- keep-alive
Content-Length:
- '15'
Content-Type:
- application/json
Date:
- Sat, 17 Aug 2024 06:00:12 GMT
access-control-allow-credentials:
- 'true'
server:
- envoy
vary:
- origin, access-control-request-method, access-control-request-headers
x-envoy-upstream-service-time:
- '69'
status:
code: 200
message: OK
- request:
body: '{"messages": [{"role": "user", "content": "Remember the following insights
from Agent run: test value with provider"}], "metadata": {"task": "test_task_provider",
"agent": "test_agent_provider"}, "app_id": "Researcher"}'
headers:
accept:
- '*/*'
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '219'
content-type:
- application/json
host:
- api.mem0.ai
user-agent:
- python-httpx/0.27.0
method: POST
uri: https://api.mem0.ai/v1/memories/
response:
body:
string: '{"message":"ok"}'
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8b477140282547b9-BOM
Connection:
- keep-alive
Content-Length:
- '16'
Content-Type:
- application/json
Date:
- Sat, 17 Aug 2024 06:00:13 GMT
NEL:
- '{"success_fraction":0,"report_to":"cf-nel","max_age":604800}'
Report-To:
- '{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v4?s=FRjJKSk3YxVj03wA7S05H8ts35KnWfqS3wb6Rfy4kVZ4BgXfw7nJbm92wI6vEv5fWcAcHVnOlkJDggs11B01BMuB2k3a9RqlBi0dJNiMuk%2Bgm5xE%2BODMPWJctYNRwQMjNVbteUpS%2Fad8YA%3D%3D"}],"group":"cf-nel","max_age":604800}'
Server:
- cloudflare
allow:
- GET, POST, DELETE, OPTIONS
alt-svc:
- h3=":443"; ma=86400
cross-origin-opener-policy:
- same-origin
referrer-policy:
- same-origin
vary:
- Accept, origin, Cookie
x-content-type-options:
- nosniff
x-frame-options:
- DENY
status:
code: 200
message: OK
- request:
body: '{"query": "test value with provider", "limit": 3, "app_id": "Researcher"}'
headers:
accept:
- '*/*'
accept-encoding:
- gzip, deflate
connection:
- keep-alive
content-length:
- '73'
content-type:
- application/json
host:
- api.mem0.ai
user-agent:
- python-httpx/0.27.0
method: POST
uri: https://api.mem0.ai/v1/memories/search/
response:
body:
string: '[]'
headers:
CF-Cache-Status:
- DYNAMIC
CF-RAY:
- 8b47714d083b47b9-BOM
Connection:
- keep-alive
Content-Length:
- '2'
Content-Type:
- application/json
Date:
- Sat, 17 Aug 2024 06:00:14 GMT
NEL:
- '{"success_fraction":0,"report_to":"cf-nel","max_age":604800}'
Report-To:
- '{"endpoints":[{"url":"https:\/\/a.nel.cloudflare.com\/report\/v4?s=2DRWL1cdKdMvnE8vx1fPUGeTITOgSGl3N5g84PS6w30GRqpfz79BtSx6REhpnOiFV8kM6KGqln0iCZ5yoHc2jBVVJXhPJhQ5t0uerD9JFnkphjISrJOU1MJjZWneT9PlNABddxvVNCmluA%3D%3D"}],"group":"cf-nel","max_age":604800}'
Server:
- cloudflare
allow:
- POST, OPTIONS
alt-svc:
- h3=":443"; ma=86400
cross-origin-opener-policy:
- same-origin
referrer-policy:
- same-origin
vary:
- Accept, origin, Cookie
x-content-type-options:
- nosniff
x-frame-options:
- DENY
status:
code: 200
message: OK
- request:
body: '{"batch": [{"properties": {"python_version": "3.12.4 (v3.12.4:8e8a4baf65,
Jun 6 2024, 17:33:18) [Clang 13.0.0 (clang-1300.0.29.30)]", "os": "darwin",
"os_version": "Darwin Kernel Version 23.4.0: Wed Feb 21 21:44:54 PST 2024; root:xnu-10063.101.15~2/RELEASE_ARM64_T6030",
"os_release": "23.4.0", "processor": "arm", "machine": "arm64", "function":
"mem0.client.main.MemoryClient", "$lib": "posthog-python", "$lib_version": "3.5.0",
"$geoip_disable": true}, "timestamp": "2024-08-17T06:00:13.593952+00:00", "context":
{}, "distinct_id": "fd411bd3-99a2-42d6-acd7-9fca8ad09580", "event": "client.add"}],
"historical_migration": false, "sentAt": "2024-08-17T06:00:13.858277+00:00",
"api_key": "phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX"}'
headers:
Accept:
- '*/*'
Accept-Encoding:
- gzip, deflate
Connection:
- keep-alive
Content-Length:
- '739'
Content-Type:
- application/json
User-Agent:
- posthog-python/3.5.0
method: POST
uri: https://us.i.posthog.com/batch/
response:
body:
string: '{"status":"Ok"}'
headers:
Connection:
- keep-alive
Content-Length:
- '15'
Content-Type:
- application/json
Date:
- Sat, 17 Aug 2024 06:00:13 GMT
access-control-allow-credentials:
- 'true'
server:
- envoy
vary:
- origin, access-control-request-method, access-control-request-headers
x-envoy-upstream-service-time:
- '33'
status:
code: 200
message: OK
version: 1

View File

@@ -44,3 +44,46 @@ def test_save_and_search(short_term_memory):
find = short_term_memory.search("test value", score_threshold=0.01)[0]
assert find["context"] == memory.data, "Data value mismatch."
assert find["metadata"]["agent"] == "test_agent", "Agent value mismatch."
@pytest.fixture
def short_term_memory_with_provider():
"""Fixture to create a ShortTermMemory instance with a specific memory provider"""
agent = Agent(
role="Researcher",
goal="Search relevant data and provide results",
backstory="You are a researcher at a leading tech think tank.",
tools=[],
verbose=True,
)
task = Task(
description="Perform a search on specific topics.",
expected_output="A list of relevant URLs based on the search query.",
agent=agent,
)
return ShortTermMemory(
crew=Crew(agents=[agent], tasks=[task]), memory_provider="mem0"
)
def test_save_and_search_with_provider(short_term_memory_with_provider):
memory = ShortTermMemoryItem(
data="Loves to do research on the latest technologies.",
agent="test_agent_provider",
metadata={"task": "test_task_provider"},
)
short_term_memory_with_provider.save(
value=memory.data,
metadata=memory.metadata,
agent=memory.agent,
)
find = short_term_memory_with_provider.search(
"Loves to do research on the latest technologies.", score_threshold=0.01
)[0]
assert find["memory"] in memory.data, "Data value mismatch."
assert find["metadata"]["agent"] == "test_agent_provider", "Agent value mismatch."
assert (
short_term_memory_with_provider.memory_provider == "mem0"
), "Memory provider mismatch."