[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I'm seeing Asphodelus fistulosus on my land. What does it mean (Australia)?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Asphodelus fistulosus", "region": "Australia"}}</function_call>

[tool_response] {"scientific_name": "Asphodelus fistulosus", "common_names": ["Asphodelus fistulosus", "Onion weed"], "region": "Australia", "indicators": {"General indicators": "Sandy soils, calcareous soils, overgrazing."}, "source": "Research (Australia)"}

[Assistant]
Let me look up Asphodelus fistulosus for you.
- General indicators: Sandy soils, calcareous soils, overgrazing.


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What does Sonchus oleraceus indicate about soil conditions (UK)?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Sonchus oleraceus", "region": "UK"}}</function_call>

[tool_response] {"scientific_name": "Sonchus oleraceus", "common_names": ["Sonchus oleraceus"], "region": "UK", "indicators": {"General indicators": "Common/ smooth/ annual sow-thistle clay / heavy, loams / sandy / stony  nutrient rich / excess C not too dry / waterlogging / anaerobic  N rich / excess N  excess K"}, "source": "Research (UK)"}

[Assistant]
Let me look up Sonchus oleraceus for you.
- General indicators: Common/ smooth/ annual sow-thistle clay / heavy, loams / sandy / stony  nutrient rich / excess C not too dry / waterlogging / anaerobic  N rich / excess N  excess K


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I've got Blackstonia acuminata growing in my field. What does that tell me?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Blackstonia acuminata", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Blackstonia acuminata", "common_names": ["Blackstonia acuminata"], "region": "Europe", "indicators": {"Soil pH": "neutral to slightly acidic. pH 5.5–7.0. Common on loams", "Salinity": "slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins", "Moisture": "damp ground. Constantly moist or poorly draining soils", "Fertility": "low fertility. Infertile soils, low nitrogen availability"}, "source": ""}

[Assistant]
Let me look up Blackstonia acuminata for you.
- Soil pH: neutral to slightly acidic. pH 5.5–7.0. Common on loams
- Salinity: slightly salt-tolerant. Mostly on non-saline soils, occasional brackish margins
- Moisture: damp ground. Constantly moist or poorly draining soils
- Fertility: low fertility. Infertile soils, low nitrogen availability


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I'm seeing Barley grass on my land. What does it mean (Australia)?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Hordeum leporinum", "region": "Australia"}}</function_call>

[tool_response] {"scientific_name": "Hordeum leporinum", "common_names": ["Barley grass"], "region": "Australia", "indicators": {"General indicators": "High fertility soils, stock camp areas. Indicator of high nitrogen and phosphorus from animal concentration."}, "source": "Research (Australia)", "nutrients": {"claims": [{"nutrient": "nitrogen", "relationship": "indicates high nitrogen", "detail": "strongly associated with high-N fertile soils", "source": "NSW DPI / AgResearch NZ", "confidence": "high", "aggregate_confidence": "high"}, {"nutrient": "phosphorus", "relationship": "indicates adequate phosphorus", "detail": "responds to P fertiliser; common in improved pastures", "source": "NSW DPI", "confidence": "medium", "aggregate_confidence": "high"}], "overall_confidence": "high"}}

[Assistant]
Let me look up Barley grass for you.
- General indicators: High fertility soils, stock camp areas. Indicator of high nitrogen and phosphorus from animal concentration.


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I've got Plantago media growing in my field. What does that tell me (Australia)?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Plantago media", "region": "Australia"}}</function_call>

[tool_response] {"scientific_name": "Plantago media", "common_names": ["Plantago media", "Hoary plantain (Plantago media)", "Hoary plantain"], "region": "Australia", "indicators": {"Ph": "neutral to weakly alkaline", "Salinity": "None", "Moisture": "dry", "Structure": "free-draining, calcareous; indicates low-fertility chalk/limestone soils", "Fertility": "infertile"}, "source": "Research (Australia)"}

[Assistant]
Let me look up Plantago media for you.
- Ph: neutral to weakly alkaline
- Salinity: None
- Moisture: dry
- Structure: free-draining, calcareous; indicates low-fertility chalk/limestone soils
- Fertility: infertile


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] Tell me about Crepis aurea as a soil indicator.

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Crepis aurea", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Crepis aurea", "common_names": ["Crepis aurea"], "region": "Europe", "indicators": {"Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "weakly acidic. pH 5.0–6.5. Most pasture and woodland soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up Crepis aurea for you.
- Moisture: fresh, moist soils of average dampness. Neither dry nor wet
- Soil pH: weakly acidic. pH 5.0–6.5. Most pasture and woodland soils
- Fertility: fertile, nutrient-rich. High nitrogen. Productive pasture


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] Tell me about Hepatica nobilis as a soil indicator.

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Hepatica nobilis", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Hepatica nobilis", "common_names": ["Hepatica nobilis"], "region": "Europe", "indicators": {"Moisture": "moderately dry. Avoids waterlogged areas", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant]
Let me look up Hepatica nobilis for you.
- Moisture: moderately dry. Avoids waterlogged areas
- Soil pH: neutral. pH 6.0–7.5. Wide range of productive soils
- Fertility: moderate fertility. Average nutrient levels. Typical pasture


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What soil conditions does Hieracium ambiguum prefer?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Hieracium ambiguum", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Hieracium ambiguum", "common_names": ["Hieracium ambiguum"], "region": "Europe", "indicators": {"Moisture": "dry soils. More often found on dry ground than moist", "Soil pH": "moderately acidic. pH 4.5–6.0. Acid grassland and heath"}, "source": ""}

[Assistant]
Let me look up Hieracium ambiguum for you.
- Moisture: dry soils. More often found on dry ground than moist
- Soil pH: moderately acidic. pH 4.5–6.0. Acid grassland and heath


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I'm seeing Pineapple weed on my land. What does it mean (UK)?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Matricaria discoidea", "region": "UK"}}</function_call>

[tool_response] {"scientific_name": "Matricaria discoidea", "common_names": ["Pineapple weed", "Pineapple weed (Matricaria discoidea)", "Matricaria discoidea"], "region": "UK", "indicators": {"Moisture": "damp soils.", "Fertility": "nutrient-rich", "Structure": "compaction, hardpan or crusty surface", "Other indicators": "sandy/loam soils"}, "source": "Research (UK)"}

[Assistant]
Let me look up Pineapple weed for you.
- Moisture: damp soils.
- Fertility: nutrient-rich
- Structure: compaction, hardpan or crusty surface
- Other indicators: sandy/loam soils


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I've got Hieracium amplexicaule growing in my field. What does that tell me?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Hieracium amplexicaule", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Hieracium amplexicaule", "common_names": ["Hieracium amplexicaule"], "region": "Europe", "indicators": {"Moisture": "dry soils. More often found on dry ground than moist", "Soil pH": "neutral to slightly acidic. pH 5.5–7.0. Common on loams"}, "source": ""}

[Assistant]
Let me look up Hieracium amplexicaule for you.
- Moisture: dry soils. More often found on dry ground than moist
- Soil pH: neutral to slightly acidic. pH 5.5–7.0. Common on loams


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What soil conditions does Chaerophyllum aureum prefer?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Chaerophyllum aureum", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Chaerophyllum aureum", "common_names": ["Chaerophyllum aureum"], "region": "Europe", "indicators": {"Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "strongly alkaline. pH 7.0–8.5+. Chalk downland and limestone", "Fertility": "extremely fertile. Excess nitrogen. Over-fertilised, manure heaps, stock camps"}, "source": ""}

[Assistant]
Let me look up Chaerophyllum aureum for you.
- Moisture: fresh, moist soils of average dampness. Neither dry nor wet
- Soil pH: strongly alkaline. pH 7.0–8.5+. Chalk downland and limestone
- Fertility: extremely fertile. Excess nitrogen. Over-fertilised, manure heaps, stock camps


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What soil conditions does Hierochloe odorata prefer?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Hierochloe odorata", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Hierochloe odorata", "common_names": ["Hierochloe odorata"], "region": "Europe", "indicators": {"Moisture": "waterlogged ground. Marshy, boggy, or flood-prone soils", "Soil pH": "moderately acidic. pH 4.5–6.0. Acid grassland and heath", "Fertility": "very low fertility. Nutrient-poor ground. Low-input pasture"}, "source": ""}

[Assistant]
Let me look up Hierochloe odorata for you.
- Moisture: waterlogged ground. Marshy, boggy, or flood-prone soils
- Soil pH: moderately acidic. pH 4.5–6.0. Acid grassland and heath
- Fertility: very low fertility. Nutrient-poor ground. Low-input pasture


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What soil conditions does Veronica opaca prefer?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Veronica opaca", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Veronica opaca", "common_names": ["Veronica opaca"], "region": "Europe", "indicators": {"Moisture": "moderately dry. Avoids waterlogged areas", "Soil pH": "calcareous, alkaline. pH 6.5–8.0. Chalk and limestone soils", "Fertility": "moderately fertile. Above-average nutrient availability"}, "source": ""}

[Assistant]
Let me look up Veronica opaca for you.
- Moisture: moderately dry. Avoids waterlogged areas
- Soil pH: calcareous, alkaline. pH 6.5–8.0. Chalk and limestone soils
- Fertility: moderately fertile. Above-average nutrient availability


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I've got Arabis turrita growing in my field. What does that tell me?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Arabis turrita", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Arabis turrita", "common_names": ["Arabis turrita"], "region": "Europe", "indicators": {"Moisture": "dry soils. More often found on dry ground than moist", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "low fertility. Infertile soils, low nitrogen availability"}, "source": ""}

[Assistant]
Let me look up Arabis turrita for you.
- Moisture: dry soils. More often found on dry ground than moist
- Soil pH: neutral. pH 6.0–7.5. Wide range of productive soils
- Fertility: low fertility. Infertile soils, low nitrogen availability


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What soil conditions does Spiny rush prefer?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Juncus acutus", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Juncus acutus", "common_names": ["Spiny rush"], "region": "Europe", "indicators": {"General indicators": "Waterlogging, low fertility, salinity.."}, "source": ""}

[Assistant]
Let me look up Spiny rush for you.
- General indicators: Waterlogging, low fertility, salinity..


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I've got Juncus bufonius growing in my field. What does that tell me (Australia)?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Juncus bufonius", "region": "Australia"}}</function_call>

[tool_response] {"scientific_name": "Juncus bufonius", "common_names": ["Juncus bufonius", "Toad rush"], "region": "Australia", "indicators": {"General indicators": "Fine textured, poorly structured soils; waterlogged, acidic, low fertility. Indicator of poor soil structure and waterlogging."}, "source": "Research (Australia)"}

[Assistant]
Let me look up Juncus bufonius for you.
- General indicators: Fine textured, poorly structured soils; waterlogged, acidic, low fertility. Indicator of poor soil structure and waterlogging.


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I've got Vicia oroboides growing in my field. What does that tell me?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Vicia oroboides", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Vicia oroboides", "common_names": ["Vicia oroboides"], "region": "Europe", "indicators": {"Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "calcareous, alkaline. pH 6.5–8.0. Chalk and limestone soils"}, "source": "Research (Europe)"}

[Assistant]
Let me look up Vicia oroboides for you.
- Moisture: fresh, moist soils of average dampness. Neither dry nor wet
- Soil pH: calcareous, alkaline. pH 6.5–8.0. Chalk and limestone soils


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I'm seeing Parietaria pensylvanica on my land. What does it mean?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Parietaria pensylvanica", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Parietaria pensylvanica", "common_names": ["Parietaria pensylvanica"], "region": "Europe", "indicators": {"Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "very fertile. Nitrogen-rich. Improved pasture or manured ground"}, "source": ""}

[Assistant]
Let me look up Parietaria pensylvanica for you.
- Moisture: fresh, moist soils of average dampness. Neither dry nor wet
- Soil pH: neutral. pH 6.0–7.5. Wide range of productive soils
- Fertility: very fertile. Nitrogen-rich. Improved pasture or manured ground


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I'm seeing Vicia tenuifolia on my land. What does it mean?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Vicia tenuifolia", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Vicia tenuifolia", "common_names": ["Vicia tenuifolia"], "region": "Europe", "indicators": {"Moisture": "dry soils. More often found on dry ground than moist", "Soil pH": "calcareous, alkaline. pH 6.5–8.0. Chalk and limestone soils", "Fertility": "very low fertility. Nutrient-poor ground. Low-input pasture"}, "source": ""}

[Assistant]
Let me look up Vicia tenuifolia for you.
- Moisture: dry soils. More often found on dry ground than moist
- Soil pH: calcareous, alkaline. pH 6.5–8.0. Chalk and limestone soils
- Fertility: very low fertility. Nutrient-poor ground. Low-input pasture


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I've got Hare's tail grass growing in my field. What does that tell me?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lagurus ovatus", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lagurus ovatus", "common_names": ["Hare's tail grass"], "region": "Europe", "indicators": {"General indicators": "Sandy, infertile and calcareous soils. Mild salinity.."}, "source": ""}

[Assistant]
Let me look up Hare's tail grass for you.
- General indicators: Sandy, infertile and calcareous soils. Mild salinity..


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What does Rumex conglomeratus indicate about soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Rumex conglomeratus", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Rumex conglomeratus", "common_names": ["Rumex conglomeratus"], "region": "Europe", "indicators": {"Moisture": "damp ground. Constantly moist or poorly draining soils", "Fertility": "very fertile. Nitrogen-rich. Improved pasture or manured ground"}, "source": ""}

[Assistant]
Let me look up Rumex conglomeratus for you.
- Moisture: damp ground. Constantly moist or poorly draining soils
- Fertility: very fertile. Nitrogen-rich. Improved pasture or manured ground


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What soil conditions does Astragalus glycyphyllos prefer?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Astragalus glycyphyllos", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Astragalus glycyphyllos", "common_names": ["Astragalus glycyphyllos"], "region": "Europe", "indicators": {"Moisture": "moderately dry. Avoids waterlogged areas", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "low fertility. Infertile soils, low nitrogen availability"}, "source": "Research (Europe)"}

[Assistant]
Let me look up Astragalus glycyphyllos for you.
- Moisture: moderately dry. Avoids waterlogged areas
- Soil pH: neutral. pH 6.0–7.5. Wide range of productive soils
- Fertility: low fertility. Infertile soils, low nitrogen availability


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] Tell me about Ward's weed as a soil indicator (Australia).

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Carrichtera annua", "region": "Australia"}}</function_call>

[tool_response] {"scientific_name": "Carrichtera annua", "common_names": ["Ward's weed", "Wards weed"], "region": "Australia", "indicators": {"Ph": "Calcareous (alkaline) — restricted to calcareous soils; significant edaphic restriction", "Salinity": "Not specifically saline — calcareous but not necessarily saline", "Moisture": "Dry — restricted to winter-dominated rainfall areas in semi-arid rangelands", "Structure": "Calcareous soils — strongly restricted to calcareous soil types; semi-arid regions", "Fertility": "Low to moderate — successful in semi-arid rangelands with low fertility"}, "source": "Research (Australia)"}

[Assistant]
Let me look up Ward's weed for you.
- Ph: Calcareous (alkaline) — restricted to calcareous soils; significant edaphic restriction
- Salinity: Not specifically saline — calcareous but not necessarily saline
- Moisture: Dry — restricted to winter-dominated rainfall areas in semi-arid rangelands
- Structure: Calcareous soils — strongly restricted to calcareous soil types; semi-arid regions
- Fertility: Low to moderate — successful in semi-arid rangelands with low fertility


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What soil conditions does Chondrilla juncea prefer?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Chondrilla juncea", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Chondrilla juncea", "common_names": ["Chondrilla juncea"], "region": "Europe", "indicators": {"Moisture": "dry soils. More often found on dry ground than moist", "Soil pH": "neutral to slightly acidic. pH 5.5–7.0. Common on loams"}, "source": ""}

[Assistant]
Let me look up Chondrilla juncea for you.
- Moisture: dry soils. More often found on dry ground than moist
- Soil pH: neutral to slightly acidic. pH 5.5–7.0. Common on loams


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I'm seeing Marshmallow on my land. What does it mean (Australia)?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Malva parviflora", "region": "Australia"}}</function_call>

[tool_response] {"scientific_name": "Malva parviflora", "common_names": ["Marshmallow"], "region": "Australia", "indicators": {"General indicators": "Sandy soils, calcareous soils, overgrazing."}, "source": "Research (Australia)"}

[Assistant]
Let me look up Marshmallow for you.
- General indicators: Sandy soils, calcareous soils, overgrazing.


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] Tell me about Rhododendron x as a soil indicator.

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Rhododendron x", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Rhododendron x", "common_names": ["Rhododendron x"], "region": "Europe", "indicators": {"Soil pH": "Rhododendron x indicates acidic conditions, likely below 6.5."}, "source": ""}

[Assistant]
Let me look up Rhododendron x for you.
- Soil pH: Rhododendron x indicates acidic conditions, likely below 6.5.


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What soil conditions does Euphorbia maculata prefer?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Euphorbia maculata", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Euphorbia maculata", "common_names": ["Euphorbia maculata"], "region": "Europe", "indicators": {"Moisture": "moderately dry. Avoids waterlogged areas", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "moderate fertility. Average nutrient levels. Typical pasture"}, "source": ""}

[Assistant]
Let me look up Euphorbia maculata for you.
- Moisture: moderately dry. Avoids waterlogged areas
- Soil pH: neutral. pH 6.0–7.5. Wide range of productive soils
- Fertility: moderate fertility. Average nutrient levels. Typical pasture


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What does Lantana indicate about soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Lantana camara", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Lantana camara", "common_names": ["Lantana", "Common lantana", "Wild sage"], "region": "Europe", "indicators": {"Salinity": "reduced soil Na, Cl.", "Structure": "varied, tolerates disturbed and intact soils."}, "source": ""}

[Assistant]
Let me look up Lantana for you.
- Salinity: reduced soil Na, Cl.
- Structure: varied, tolerates disturbed and intact soils.


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] What does Gagea minima indicate about soil conditions?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Gagea minima", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Gagea minima", "common_names": ["Gagea minima"], "region": "Europe", "indicators": {"Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "fertile, nutrient-rich. High nitrogen. Productive pasture"}, "source": ""}

[Assistant]
Let me look up Gagea minima for you.
- Moisture: fresh, moist soils of average dampness. Neither dry nor wet
- Soil pH: neutral. pH 6.0–7.5. Wide range of productive soils
- Fertility: fertile, nutrient-rich. High nitrogen. Productive pasture


[System] You are AUGURY, a soil health assistant specializing in weed indicator interpretation. When asked about a plant species, call lookup_species() to retrieve its indicator data, then present the results conversationally. Never invent indicator data.

[User] I've got Epilobium adenocaulon growing in my field. What does that tell me?

[Assistant] <function_call>{"name": "lookup_species", "arguments": {"species": "Epilobium adenocaulon", "region": "Europe"}}</function_call>

[tool_response] {"scientific_name": "Epilobium adenocaulon", "common_names": ["Epilobium adenocaulon"], "region": "Europe", "indicators": {"Moisture": "fresh, moist soils of average dampness. Neither dry nor wet", "Soil pH": "neutral. pH 6.0–7.5. Wide range of productive soils", "Fertility": "very fertile. Nitrogen-rich. Improved pasture or manured ground"}, "source": ""}

[Assistant]
Let me look up Epilobium adenocaulon for you.
- Moisture: fresh, moist soils of average dampness. Neither dry nor wet
- Soil pH: neutral. pH 6.0–7.5. Wide range of productive soils
- Fertility: very fertile. Nitrogen-rich. Improved pasture or manured ground